diff --git a/dataPreparation.ipynb b/dataPreparation.ipynb
deleted file mode 100644
index ed1a10d..0000000
--- a/dataPreparation.ipynb
+++ /dev/null
@@ -1,1340 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "77e4db0d",
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
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-      "Line 137: 3.0,db1a3bbb58f94a47e71a9c66659db183.jpg,GARBAGE,258.0,144.0,268.0,228.0\n",
-      "Line 138: 3.0,df47a2df1383777a4c944f37ce567670.jpg,GARBAGE,922.0,809.0,217.0,156.0\n",
-      "Line 139: 3.0,df47a2df1383777a4c944f37ce567670.jpg,GARBAGE,753.0,665.0,205.0,152.0\n",
-      "Line 140: 3.0,1dd55d643aacdb27ad700b9f2ef6a631.jpg,GARBAGE,928.0,766.0,354.0,273.0\n",
-      "Line 141: 3.0,1dd55d643aacdb27ad700b9f2ef6a631.jpg,GARBAGE,660.0,593.0,472.0,422.0\n",
-      "Line 142: 3.0,1dd55d643aacdb27ad700b9f2ef6a631.jpg,GARBAGE,613.0,492.0,391.0,315.0\n",
-      "Line 143: 3.0,8ee2038d392b86e38bf8cd02bafe3041.jpg,GARBAGE,357.0,230.0,390.0,299.0\n",
-      "Line 144: 9.0,fd845ce9b0fc04db73d03844b627de8a.jpg,CLUTTER_SIDEWALK,444.0,59.0,365.0,208.0\n",
-      "Line 145: 9.0,fd845ce9b0fc04db73d03844b627de8a.jpg,CLUTTER_SIDEWALK,894.0,402.0,353.0,195.0\n",
-      "Line 146: 8.0,eb81c4e77e0138e53ae2e118c225bbb8.jpg,SAND_ON_ROAD,780.0,482.0,225.0,86.0\n",
-      "Line 147: 0.0,3f73a96a4a26927f824f6b93d7cdf703.jpg,GRAFFITI,787.0,568.0,280.0,151.0\n",
-      "Line 148: 0.0,3f73a96a4a26927f824f6b93d7cdf703.jpg,GRAFFITI,1028.0,695.0,298.0,159.0\n",
-      "Line 149: 0.0,3f73a96a4a26927f824f6b93d7cdf703.jpg,GRAFFITI,800.0,698.0,294.0,162.0\n",
-      "Line 150: 0.0,3f73a96a4a26927f824f6b93d7cdf703.jpg,GRAFFITI,902.0,486.0,383.0,196.0\n",
-      "Line 151: 3.0,3f73a96a4a26927f824f6b93d7cdf703.jpg,GARBAGE,976.0,888.0,459.0,388.0\n",
-      "Line 152: 3.0,be4252ee56467c82437b3ac109f89258.jpg,GARBAGE,927.0,770.0,259.0,188.0\n",
-      "Line 153: 3.0,be4252ee56467c82437b3ac109f89258.jpg,GARBAGE,743.0,665.0,257.0,196.0\n",
-      "Line 154: 0.0,8cab7d5e9825ae6afa7ff2ad8078dee4.jpg,GRAFFITI,445.0,-102.0,246.0,53.0\n",
-      "Line 155: 3.0,998aae75a69cdc2ad2a3079f744cf19f.jpg,GARBAGE,375.0,266.0,360.0,270.0\n",
-      "Line 156: 9.0,0e2feddfa6d13e4c3d409d8a6df4a59a.jpg,CLUTTER_SIDEWALK,341.0,192.0,269.0,198.0\n",
-      "Line 157: 9.0,0e2feddfa6d13e4c3d409d8a6df4a59a.jpg,CLUTTER_SIDEWALK,273.0,5.0,307.0,196.0\n",
-      "Line 158: 9.0,e406093329573c21614dfeab08aa1abe.jpg,CLUTTER_SIDEWALK,412.0,119.0,334.0,233.0\n",
-      "Line 159: 9.0,e406093329573c21614dfeab08aa1abe.jpg,CLUTTER_SIDEWALK,815.0,341.0,357.0,209.0\n",
-      "Line 160: 9.0,e406093329573c21614dfeab08aa1abe.jpg,CLUTTER_SIDEWALK,979.0,657.0,341.0,236.0\n",
-      "Line 161: 8.0,a63966534cf4929cb550bcbacd18424e.jpg,SAND_ON_ROAD,233.0,-36.0,372.0,212.0\n",
-      "Line 162: 7.0,f3824e6e749dbf4010d591526e581159.jpg,BAD_BILLBOARD,931.0,804.0,169.0,64.0\n",
-      "Line 163: 7.0,f3824e6e749dbf4010d591526e581159.jpg,BAD_BILLBOARD,701.0,610.0,190.0,119.0\n",
-      "Line 164: 7.0,f3824e6e749dbf4010d591526e581159.jpg,BAD_BILLBOARD,715.0,620.0,157.0,84.0\n",
-      "Line 165: 8.0,471dc72d27696d978344841966998f23.jpg,SAND_ON_ROAD,385.0,217.0,233.0,143.0\n",
-      "Line 166: 8.0,471dc72d27696d978344841966998f23.jpg,SAND_ON_ROAD,535.0,377.0,237.0,174.0\n",
-      "Line 167: 8.0,471dc72d27696d978344841966998f23.jpg,SAND_ON_ROAD,681.0,481.0,231.0,168.0\n",
-      "Line 168: 8.0,471dc72d27696d978344841966998f23.jpg,SAND_ON_ROAD,249.0,31.0,253.0,145.0\n",
-      "Line 169: 4.0,641caad45035c1880633d363f3a5fcac.jpg,CONSTRUCTION_ROAD,331.0,105.0,274.0,167.0\n",
-      "Line 170: 4.0,641caad45035c1880633d363f3a5fcac.jpg,CONSTRUCTION_ROAD,1003.0,157.0,437.0,126.0\n",
-      "Line 171: 0.0,522cafccf5576f5604a2652a0dcf722d.jpg,GRAFFITI,574.0,152.0,316.0,80.0\n",
-      "Line 172: 0.0,522cafccf5576f5604a2652a0dcf722d.jpg,GRAFFITI,849.0,343.0,358.0,156.0\n",
-      "Line 173: 0.0,522cafccf5576f5604a2652a0dcf722d.jpg,GRAFFITI,1041.0,642.0,382.0,115.0\n",
-      "Line 174: 10.0,522cafccf5576f5604a2652a0dcf722d.jpg,UNKEPT_FACADE,317.0,20.0,195.0,22.0\n",
-      "Line 175: 10.0,522cafccf5576f5604a2652a0dcf722d.jpg,UNKEPT_FACADE,942.0,540.0,176.0,28.0\n",
-      "Line 176: 3.0,55b6ff8a233ca8d54744f574b992d180.jpg,GARBAGE,815.0,770.0,199.0,158.0\n",
-      "Line 177: 3.0,094fdf4fbf2081a81d1d3d055b4f8800.jpg,GARBAGE,417.0,348.0,285.0,210.0\n",
-      "Line 178: 2.0,e72991910ba624603c7191e118afe560.jpg,POTHOLES,170.0,53.0,407.0,321.0\n",
-      "Line 179: 2.0,e72991910ba624603c7191e118afe560.jpg,POTHOLES,289.0,76.0,363.0,234.0\n",
-      "Line 180: 2.0,e72991910ba624603c7191e118afe560.jpg,POTHOLES,259.0,193.0,267.0,202.0\n",
-      "Line 181: 2.0,e72991910ba624603c7191e118afe560.jpg,POTHOLES,905.0,663.0,342.0,231.0\n",
-      "Line 182: 2.0,6df1e33c4e4d929177f4c575d178e638.jpg,POTHOLES,415.0,300.0,514.0,321.0\n",
-      "Line 183: 2.0,6df1e33c4e4d929177f4c575d178e638.jpg,POTHOLES,628.0,339.0,491.0,377.0\n",
-      "Line 184: 7.0,3cfbd1b318d5a246f82e31d6b182da54.jpg,BAD_BILLBOARD,710.0,556.0,188.0,67.0\n",
-      "Line 185: 7.0,3cfbd1b318d5a246f82e31d6b182da54.jpg,BAD_BILLBOARD,995.0,656.0,113.0,-24.0\n",
-      "Line 186: 3.0,3cfbd1b318d5a246f82e31d6b182da54.jpg,GARBAGE,870.0,778.0,386.0,318.0\n",
-      "Line 187: 9.0,55a0c5e6238c1184dfb82f33783e97da.jpg,CLUTTER_SIDEWALK,469.0,-92.0,387.0,167.0\n",
-      "Line 188: 3.0,145bf4b86cec2b3c547e9c82fcd80119.jpg,GARBAGE,190.0,80.0,305.0,243.0\n",
-      "Line 189: 3.0,cc9802d1998c74e7d7a80d55ce5eafe0.jpg,GARBAGE,831.0,609.0,453.0,311.0\n",
-      "Line 190: 3.0,cc9802d1998c74e7d7a80d55ce5eafe0.jpg,GARBAGE,930.0,785.0,422.0,368.0\n",
-      "Line 191: 0.0,cc9802d1998c74e7d7a80d55ce5eafe0.jpg,GRAFFITI,787.0,663.0,295.0,211.0\n",
-      "Line 192: 0.0,cc9802d1998c74e7d7a80d55ce5eafe0.jpg,GRAFFITI,722.0,599.0,279.0,221.0\n",
-      "Line 193: 0.0,6572b86e2863c2324d4ac002b8ca6bab.jpg,GRAFFITI,197.0,101.0,287.0,229.0\n",
-      "Line 194: 4.0,c933e0c736bd2f689340c34ed6446ef3.jpg,CONSTRUCTION_ROAD,717.0,341.0,267.0,148.0\n",
-      "Line 195: 7.0,3cc67ca70be2c13f8b405da8ad45511b.jpg,BAD_BILLBOARD,960.0,803.0,212.0,147.0\n",
-      "Line 196: 7.0,c5c3f29cd87865bcb93f0d86dad89dc1.jpg,BAD_BILLBOARD,1103.0,245.0,414.0,-111.0\n",
-      "Line 197: 0.0,c10f5c5f8ee5b72be3c6930019687b67.jpg,GRAFFITI,767.0,645.0,231.0,157.0\n",
-      "Line 198: 3.0,b8a7a9c4ecd91abc304fcbb58495b8e5.jpg,GARBAGE,214.0,165.0,276.0,221.0\n",
-      "Line 199: 4.0,e3c3f30cdce9a59c92fa3dc1d07dc54f.jpg,CONSTRUCTION_ROAD,518.0,-68.0,394.0,152.0\n",
-      "Line 200: 4.0,e3c3f30cdce9a59c92fa3dc1d07dc54f.jpg,CONSTRUCTION_ROAD,697.0,310.0,375.0,159.0\n",
-      "Line 201: 9.0,6c28b02480fabed35971144f52265328.jpg,CLUTTER_SIDEWALK,200.0,16.0,176.0,127.0\n",
-      "Line 202: 9.0,6c28b02480fabed35971144f52265328.jpg,CLUTTER_SIDEWALK,548.0,202.0,187.0,125.0\n",
-      "Line 203: 9.0,6c28b02480fabed35971144f52265328.jpg,CLUTTER_SIDEWALK,848.0,573.0,208.0,128.0\n",
-      "Line 204: 7.0,2d3b6a997226d959814db4ff2213beea.jpg,BAD_BILLBOARD,946.0,701.0,162.0,33.0\n",
-      "Line 205: 9.0,5d8f08a7c53212edd10e3cb86009d08e.jpg,CLUTTER_SIDEWALK,339.0,-37.0,282.0,187.0\n",
-      "Line 206: 9.0,5d8f08a7c53212edd10e3cb86009d08e.jpg,CLUTTER_SIDEWALK,608.0,242.0,285.0,187.0\n",
-      "Line 207: 9.0,5d8f08a7c53212edd10e3cb86009d08e.jpg,CLUTTER_SIDEWALK,897.0,550.0,302.0,203.0\n",
-      "Line 208: 3.0,1b8abef594c2f9bc067c3091d56916b1.jpg,GARBAGE,713.0,598.0,304.0,211.0\n",
-      "Line 209: 3.0,1b8abef594c2f9bc067c3091d56916b1.jpg,GARBAGE,96.0,-14.0,282.0,191.0\n",
-      "Line 210: 3.0,1b8abef594c2f9bc067c3091d56916b1.jpg,GARBAGE,140.0,54.0,306.0,186.0\n",
-      "Line 211: 8.0,1b8abef594c2f9bc067c3091d56916b1.jpg,SAND_ON_ROAD,312.0,173.0,298.0,207.0\n",
-      "Line 212: 3.0,68f8c1d1a87686ee7b6a22cc1ec4cf51.jpg,GARBAGE,336.0,271.0,349.0,289.0\n",
-      "Line 213: 3.0,62b46e15f86840cef61f8f6563536fb9.jpg,GARBAGE,400.0,310.0,286.0,238.0\n",
-      "Line 214: 3.0,62b46e15f86840cef61f8f6563536fb9.jpg,GARBAGE,432.0,370.0,312.0,268.0\n",
-      "Line 215: 0.0,62b46e15f86840cef61f8f6563536fb9.jpg,GRAFFITI,514.0,420.0,180.0,118.0\n",
-      "Line 216: 0.0,62b46e15f86840cef61f8f6563536fb9.jpg,GRAFFITI,601.0,546.0,189.0,129.0\n",
-      "Line 217: 3.0,6034f49fb46042b0ec8b2c52c7f2c657.jpg,GARBAGE,112.0,34.0,260.0,216.0\n",
-      "Line 218: 0.0,f28ff3dc7b418d864d92851a01de2d27.jpg,GRAFFITI,540.0,53.0,204.0,57.0\n",
-      "Line 219: 0.0,f28ff3dc7b418d864d92851a01de2d27.jpg,GRAFFITI,804.0,598.0,228.0,124.0\n",
-      "Line 220: 0.0,f28ff3dc7b418d864d92851a01de2d27.jpg,GRAFFITI,922.0,717.0,236.0,105.0\n",
-      "Line 221: 10.0,f28ff3dc7b418d864d92851a01de2d27.jpg,UNKEPT_FACADE,907.0,501.0,287.0,150.0\n",
-      "Line 222: 10.0,f28ff3dc7b418d864d92851a01de2d27.jpg,UNKEPT_FACADE,634.0,165.0,269.0,150.0\n",
-      "Line 223: 5.0,5b423ae5c1cf5a14010254b708f0203c.jpg,BROKEN_SIGNAGE,667.0,590.0,261.0,166.0\n",
-      "Line 224: 9.0,3b09a6afae7d36e58fc5315b5acd5053.jpg,CLUTTER_SIDEWALK,488.0,78.0,279.0,156.0\n",
-      "Line 225: 9.0,3b09a6afae7d36e58fc5315b5acd5053.jpg,CLUTTER_SIDEWALK,767.0,326.0,283.0,153.0\n",
-      "Line 226: 9.0,3b09a6afae7d36e58fc5315b5acd5053.jpg,CLUTTER_SIDEWALK,994.0,590.0,269.0,144.0\n",
-      "Line 227: 7.0,4475ace22be4be1b8f343ec6005c9852.jpg,BAD_BILLBOARD,885.0,648.0,247.0,133.0\n",
-      "Line 228: 7.0,4475ace22be4be1b8f343ec6005c9852.jpg,BAD_BILLBOARD,988.0,811.0,247.0,135.0\n",
-      "Line 229: 3.0,e23a7f18f969a46a90ae2430a2a5f169.jpg,GARBAGE,361.0,281.0,318.0,253.0\n",
-      "Line 230: 3.0,e23a7f18f969a46a90ae2430a2a5f169.jpg,GARBAGE,341.0,218.0,365.0,267.0\n",
-      "Line 231: 9.0,88e49d3a014221186e4882f1f10f9ea4.jpg,CLUTTER_SIDEWALK,378.0,34.0,311.0,202.0\n",
-      "Line 232: 9.0,88e49d3a014221186e4882f1f10f9ea4.jpg,CLUTTER_SIDEWALK,885.0,201.0,339.0,187.0\n",
-      "Line 233: 3.0,88e49d3a014221186e4882f1f10f9ea4.jpg,GARBAGE,139.0,30.0,265.0,193.0\n",
-      "Line 234: 3.0,da83d6c10fbf98ec923c8089398121fd.jpg,GARBAGE,875.0,666.0,282.0,127.0\n",
-      "Line 235: 3.0,da83d6c10fbf98ec923c8089398121fd.jpg,GARBAGE,768.0,585.0,283.0,130.0\n",
-      "Line 236: 3.0,da83d6c10fbf98ec923c8089398121fd.jpg,GARBAGE,214.0,75.0,271.0,170.0\n",
-      "Line 237: 3.0,da83d6c10fbf98ec923c8089398121fd.jpg,GARBAGE,127.0,-20.0,295.0,190.0\n",
-      "Line 238: 3.0,aa45ab55354218590bcf350f8f9e8101.jpg,GARBAGE,722.0,537.0,498.0,397.0\n",
-      "Line 239: 4.0,737e9f6ef06962b76e54f3cfb7ea620c.jpg,CONSTRUCTION_ROAD,445.0,359.0,238.0,173.0\n",
-      "Line 240: 4.0,737e9f6ef06962b76e54f3cfb7ea620c.jpg,CONSTRUCTION_ROAD,401.0,191.0,262.0,135.0\n",
-      "Line 241: 4.0,737e9f6ef06962b76e54f3cfb7ea620c.jpg,CONSTRUCTION_ROAD,319.0,-21.0,311.0,76.0\n",
-      "Line 242: 7.0,c79cff658f4040b210e57173c00a60e7.jpg,BAD_BILLBOARD,378.0,157.0,231.0,36.0\n",
-      "Line 243: 3.0,40963a7db20ad00dd22cc286bbf8513f.jpg,GARBAGE,207.0,148.0,173.0,121.0\n",
-      "Line 244: 0.0,624d3575f86963e635cbd306b90af923.jpg,GRAFFITI,421.0,189.0,218.0,96.0\n",
-      "Line 245: 2.0,fb7b771387f1e5090534ae2ad78f7e5b.jpg,POTHOLES,778.0,503.0,402.0,252.0\n",
-      "Line 246: 2.0,fb7b771387f1e5090534ae2ad78f7e5b.jpg,POTHOLES,933.0,655.0,378.0,279.0\n",
-      "Line 247: 7.0,9f5dd9884a6bad7133554796fff53661.jpg,BAD_BILLBOARD,961.0,660.0,121.0,-5.0\n",
-      "Line 248: 7.0,9f5dd9884a6bad7133554796fff53661.jpg,BAD_BILLBOARD,775.0,638.0,141.0,26.0\n",
-      "Line 249: 7.0,9f5dd9884a6bad7133554796fff53661.jpg,BAD_BILLBOARD,683.0,548.0,180.0,99.0\n",
-      "Line 250: 7.0,9f5dd9884a6bad7133554796fff53661.jpg,BAD_BILLBOARD,625.0,534.0,184.0,131.0\n",
-      "Line 251: 7.0,9f5dd9884a6bad7133554796fff53661.jpg,BAD_BILLBOARD,268.0,106.0,193.0,136.0\n",
-      "Line 252: 7.0,9f5dd9884a6bad7133554796fff53661.jpg,BAD_BILLBOARD,570.0,488.0,200.0,147.0\n",
-      "Line 253: 7.0,325db3681c6661b028fb1c055b906c60.jpg,BAD_BILLBOARD,473.0,272.0,244.0,151.0\n",
-      "Line 254: 7.0,5394c995f20f690020b7969e1cbbc0ff.jpg,BAD_BILLBOARD,734.0,576.0,222.0,188.0\n",
-      "Line 255: 3.0,6fda45fcd9c734e41732480c518ab2a5.jpg,GARBAGE,536.0,470.0,343.0,298.0\n",
-      "Line 256: 3.0,6fda45fcd9c734e41732480c518ab2a5.jpg,GARBAGE,162.0,89.0,379.0,331.0\n",
-      "Line 257: 3.0,1641aff7eaf7d87adb61255bd2c58b03.jpg,GARBAGE,381.0,309.0,245.0,204.0\n",
-      "Line 258: 2.0,fe20ce76e5e5dad810322af9b683f471.jpg,POTHOLES,294.0,90.0,301.0,223.0\n",
-      "Line 259: 9.0,f72fa1e032857b09399ae083a8d63a86.jpg,CLUTTER_SIDEWALK,502.0,-43.0,608.0,212.0\n",
-      "Line 260: 9.0,f72fa1e032857b09399ae083a8d63a86.jpg,CLUTTER_SIDEWALK,1066.0,336.0,600.0,212.0\n",
-      "Line 261: 2.0,1eebacd7998cda3ebd001a894d5e8d5c.jpg,POTHOLES,925.0,703.0,523.0,375.0\n",
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-      "Line 264: 3.0,18a085b399ac992ff6ee5b142e514250.jpg,GARBAGE,186.0,6.0,312.0,224.0\n",
-      "Line 265: 3.0,18a085b399ac992ff6ee5b142e514250.jpg,GARBAGE,162.0,48.0,477.0,404.0\n",
-      "Line 266: 3.0,18a085b399ac992ff6ee5b142e514250.jpg,GARBAGE,268.0,133.0,309.0,234.0\n",
-      "Line 267: 3.0,18a085b399ac992ff6ee5b142e514250.jpg,GARBAGE,330.0,214.0,307.0,231.0\n",
-      "Line 268: 3.0,18a085b399ac992ff6ee5b142e514250.jpg,GARBAGE,414.0,312.0,302.0,245.0\n",
-      "Line 269: 2.0,4fcb6ccd28674885ac55525d4b0710b6.jpg,POTHOLES,485.0,389.0,388.0,313.0\n",
-      "Line 270: 2.0,4fcb6ccd28674885ac55525d4b0710b6.jpg,POTHOLES,817.0,642.0,339.0,258.0\n",
-      "Line 271: 3.0,a62a69df6401db7412f21b8a4b8b2832.jpg,GARBAGE,755.0,685.0,284.0,229.0\n",
-      "Line 272: 3.0,a62a69df6401db7412f21b8a4b8b2832.jpg,GARBAGE,964.0,902.0,334.0,289.0\n",
-      "Line 273: 3.0,a62a69df6401db7412f21b8a4b8b2832.jpg,GARBAGE,751.0,687.0,449.0,396.0\n",
-      "Line 274: 0.0,dde03ef8a674d35eaca3ac5f412c8116.jpg,GRAFFITI,306.0,240.0,247.0,201.0\n",
-      "Line 275: 3.0,4e7db9e254c41371e89dca348788ba9c.jpg,GARBAGE,974.0,890.0,256.0,193.0\n",
-      "Line 276: 7.0,defc32051b5d73aa3e7f6f386862a622.jpg,BAD_BILLBOARD,266.0,197.0,202.0,143.0\n",
-      "Line 277: 0.0,fcf0b145f7c16e26186d591959bea3a9.jpg,GRAFFITI,524.0,310.0,184.0,111.0\n",
-      "Line 278: 7.0,297c6ae91f335afa7880ee1c5c5202ae.jpg,BAD_BILLBOARD,592.0,472.0,229.0,173.0\n",
-      "Line 279: 3.0,ada5cc1be19c27e29027cd83d531354b.jpg,GARBAGE,819.0,754.0,260.0,206.0\n",
-      "Line 280: 9.0,3f8f1ce7a128a1ab1fd361e2cf8ab3aa.jpg,CLUTTER_SIDEWALK,667.0,172.0,296.0,207.0\n",
-      "Line 281: 3.0,3f8f1ce7a128a1ab1fd361e2cf8ab3aa.jpg,GARBAGE,792.0,684.0,293.0,231.0\n",
-      "Line 282: 9.0,3f8f1ce7a128a1ab1fd361e2cf8ab3aa.jpg,CLUTTER_SIDEWALK,944.0,675.0,304.0,206.0\n",
-      "Line 283: 2.0,ca81dcb26cc81f6e10abcd864885612d.jpg,POTHOLES,730.0,575.0,313.0,225.0\n",
-      "Line 284: 2.0,ca81dcb26cc81f6e10abcd864885612d.jpg,POTHOLES,901.0,679.0,371.0,252.0\n",
-      "Line 285: 3.0,7f3121c4e3352beee0a321e548b31e7b.jpg,GARBAGE,195.0,138.0,271.0,232.0\n",
-      "Line 286: 3.0,7f3121c4e3352beee0a321e548b31e7b.jpg,GARBAGE,105.0,45.0,275.0,238.0\n",
-      "Line 287: 3.0,7f3121c4e3352beee0a321e548b31e7b.jpg,GARBAGE,116.0,-26.0,353.0,265.0\n",
-      "Line 288: 3.0,7f3121c4e3352beee0a321e548b31e7b.jpg,GARBAGE,501.0,418.0,337.0,282.0\n",
-      "Line 289: 10.0,08c362323b428a71eb83aecfca231473.jpg,UNKEPT_FACADE,1039.0,678.0,304.0,111.0\n",
-      "Line 290: 2.0,08c362323b428a71eb83aecfca231473.jpg,POTHOLES,529.0,408.0,260.0,209.0\n",
-      "Line 291: 2.0,6fcee3eb1e7250958352fad198569de2.jpg,POTHOLES,416.0,162.0,503.0,311.0\n",
-      "Line 292: 3.0,6fcee3eb1e7250958352fad198569de2.jpg,GARBAGE,876.0,769.0,455.0,372.0\n",
-      "Line 293: 4.0,125744de9cf3740396125c9426fad0d5.jpg,CONSTRUCTION_ROAD,224.0,-6.0,228.0,99.0\n",
-      "Line 294: 4.0,125744de9cf3740396125c9426fad0d5.jpg,CONSTRUCTION_ROAD,382.0,140.0,274.0,95.0\n",
-      "Line 295: 9.0,89ddeeab47d3d477aae671807f10a8ce.jpg,CLUTTER_SIDEWALK,1013.0,80.0,514.0,257.0\n",
-      "Line 296: 9.0,0ec19b78e71f1f04e1d1f06c16fa4094.jpg,CLUTTER_SIDEWALK,474.0,125.0,285.0,117.0\n",
-      "Line 297: 3.0,2e704259e11582be3c5269b25f7c4ee9.jpg,GARBAGE,597.0,443.0,533.0,452.0\n",
-      "Line 298: 3.0,2e704259e11582be3c5269b25f7c4ee9.jpg,GARBAGE,689.0,585.0,547.0,452.0\n",
-      "Line 299: 0.0,e3a2998c769f43f2767cce3c50e0e193.jpg,GRAFFITI,478.0,278.0,122.0,-30.0\n",
-      "Line 300: 10.0,e3a2998c769f43f2767cce3c50e0e193.jpg,UNKEPT_FACADE,589.0,339.0,227.0,42.0\n",
-      "Line 301: 10.0,e3a2998c769f43f2767cce3c50e0e193.jpg,UNKEPT_FACADE,365.0,189.0,158.0,26.0\n",
-      "Line 302: 3.0,5191ba1f844dc80bdef515cc5733b468.jpg,GARBAGE,420.0,-111.0,522.0,81.0\n",
-      "Line 303: 2.0,5191ba1f844dc80bdef515cc5733b468.jpg,POTHOLES,516.0,434.0,375.0,258.0\n",
-      "Line 304: 2.0,5191ba1f844dc80bdef515cc5733b468.jpg,POTHOLES,614.0,357.0,454.0,316.0\n",
-      "Line 305: 2.0,5191ba1f844dc80bdef515cc5733b468.jpg,POTHOLES,813.0,479.0,483.0,323.0\n",
-      "Line 306: 4.0,024f288e689bf2aca56788af93f84d25.jpg,CONSTRUCTION_ROAD,464.0,173.0,260.0,171.0\n",
-      "Line 307: 4.0,024f288e689bf2aca56788af93f84d25.jpg,CONSTRUCTION_ROAD,689.0,338.0,247.0,164.0\n",
-      "Line 308: 2.0,65db5e118445c8ec05e08174a3ef8610.jpg,POTHOLES,832.0,467.0,542.0,261.0\n",
-      "Line 309: 2.0,cca4d2787be09ba7c89408ce0ee21940.jpg,POTHOLES,213.0,0.0,397.0,242.0\n",
-      "Line 310: 9.0,d88c9c346eb88702569f9f060424bbc3.jpg,CLUTTER_SIDEWALK,503.0,-44.0,321.0,167.0\n",
-      "Line 311: 9.0,d88c9c346eb88702569f9f060424bbc3.jpg,CLUTTER_SIDEWALK,1019.0,549.0,330.0,197.0\n",
-      "Line 312: 3.0,d88c9c346eb88702569f9f060424bbc3.jpg,GARBAGE,665.0,521.0,380.0,289.0\n",
-      "Line 313: 2.0,ad3c68fd3abb35abaf32f5385482486d.jpg,POTHOLES,614.0,425.0,470.0,317.0\n",
-      "Line 314: 2.0,ad3c68fd3abb35abaf32f5385482486d.jpg,POTHOLES,797.0,513.0,517.0,331.0\n",
-      "Line 315: 7.0,c415ce33c5dd72b92e3d411ecee2a580.jpg,BAD_BILLBOARD,217.0,109.0,210.0,151.0\n",
-      "Line 316: 7.0,c415ce33c5dd72b92e3d411ecee2a580.jpg,BAD_BILLBOARD,172.0,15.0,224.0,150.0\n",
-      "Line 317: 9.0,d9bd424d6b040fcb415a3e87c9750307.jpg,CLUTTER_SIDEWALK,449.0,117.0,265.0,170.0\n",
-      "Line 318: 9.0,d9bd424d6b040fcb415a3e87c9750307.jpg,CLUTTER_SIDEWALK,698.0,344.0,275.0,158.0\n",
-      "Line 319: 9.0,db0e5d13d26071f466809efc8067fe9a.jpg,CLUTTER_SIDEWALK,321.0,3.0,421.0,235.0\n",
-      "Line 320: 9.0,db0e5d13d26071f466809efc8067fe9a.jpg,CLUTTER_SIDEWALK,836.0,258.0,408.0,237.0\n",
-      "Line 321: 3.0,db0e5d13d26071f466809efc8067fe9a.jpg,GARBAGE,290.0,169.0,382.0,305.0\n",
-      "Line 322: 3.0,31290fbea375cd6f1d6cfdce56afb520.jpg,GARBAGE,699.0,573.0,375.0,258.0\n",
-      "Line 323: 4.0,02375183f793040ebe1192ef1177104d.jpg,CONSTRUCTION_ROAD,647.0,-78.0,508.0,125.0\n",
-      "Line 324: 4.0,02375183f793040ebe1192ef1177104d.jpg,CONSTRUCTION_ROAD,1043.0,346.0,529.0,150.0\n",
-      "Line 325: 0.0,09644ff5f887fc2caf165f0814b55cda.jpg,GRAFFITI,448.0,272.0,208.0,80.0\n",
-      "Line 326: 2.0,09644ff5f887fc2caf165f0814b55cda.jpg,POTHOLES,602.0,410.0,282.0,189.0\n",
-      "Line 327: 3.0,ee0bee344c5ba2c1d2e2045187b13800.jpg,GARBAGE,689.0,608.0,210.0,162.0\n",
-      "Line 328: 3.0,ee0bee344c5ba2c1d2e2045187b13800.jpg,GARBAGE,831.0,727.0,243.0,181.0\n",
-      "Line 329: 3.0,ee0bee344c5ba2c1d2e2045187b13800.jpg,GARBAGE,169.0,92.0,237.0,187.0\n",
-      "Line 330: 9.0,4d7d8282027383eb7f5b2593f0576ae0.jpg,CLUTTER_SIDEWALK,414.0,306.0,200.0,166.0\n",
-      "Line 331: 9.0,4d7d8282027383eb7f5b2593f0576ae0.jpg,CLUTTER_SIDEWALK,346.0,196.0,232.0,164.0\n",
-      "Line 332: 9.0,4d7d8282027383eb7f5b2593f0576ae0.jpg,CLUTTER_SIDEWALK,267.0,-10.0,271.0,164.0\n",
-      "Line 333: 2.0,37274d1f9a404b030ac723babf3e463c.jpg,POTHOLES,231.0,79.0,358.0,253.0\n",
-      "Line 334: 2.0,37274d1f9a404b030ac723babf3e463c.jpg,POTHOLES,881.0,654.0,391.0,299.0\n",
-      "Line 335: 4.0,ddc453fdaf214185dc703ff6281fd24a.jpg,CONSTRUCTION_ROAD,485.0,-92.0,379.0,12.0\n",
-      "Line 336: 4.0,ddc453fdaf214185dc703ff6281fd24a.jpg,CONSTRUCTION_ROAD,760.0,240.0,379.0,40.0\n",
-      "Line 337: 4.0,ddc453fdaf214185dc703ff6281fd24a.jpg,CONSTRUCTION_ROAD,1065.0,513.0,370.0,58.0\n",
-      "Line 338: 3.0,30f47cf8949679813252ca6359ae059e.jpg,GARBAGE,502.0,398.0,238.0,154.0\n",
-      "Line 339: 9.0,8606e8df0ee7b330cdb7d0dd330ae7b7.jpg,CLUTTER_SIDEWALK,925.0,345.0,428.0,173.0\n",
-      "Line 340: 2.0,be7b99d923c8729b824042dce6aca0e1.jpg,POTHOLES,687.0,577.0,322.0,249.0\n",
-      "Line 341: 3.0,1c01f282d69336b96f8c2e36ddb7013f.jpg,GARBAGE,678.0,577.0,279.0,186.0\n",
-      "Line 342: 3.0,921b38fcab84fc09f64480cc6500bbfe.jpg,GARBAGE,406.0,316.0,382.0,329.0\n",
-      "Line 343: 3.0,921b38fcab84fc09f64480cc6500bbfe.jpg,GARBAGE,284.0,206.0,363.0,310.0\n",
-      "Line 344: 3.0,d5f57126e0a79470a1a6b59a38fcdfeb.jpg,GARBAGE,57.0,-10.0,248.0,199.0\n",
-      "Line 345: 3.0,6fb1706abbe1b629157db05ef97fd4c4.jpg,GARBAGE,128.0,54.0,290.0,259.0\n",
-      "Line 346: 3.0,6fb1706abbe1b629157db05ef97fd4c4.jpg,GARBAGE,204.0,140.0,298.0,257.0\n",
-      "Line 347: 3.0,6fb1706abbe1b629157db05ef97fd4c4.jpg,GARBAGE,405.0,295.0,301.0,246.0\n",
-      "Line 348: 3.0,6fb1706abbe1b629157db05ef97fd4c4.jpg,GARBAGE,438.0,373.0,307.0,270.0\n",
-      "Line 349: 3.0,dba797ccce21ec49aacb345defe569bf.jpg,GARBAGE,525.0,461.0,428.0,378.0\n",
-      "Line 350: 0.0,6964aabd27ae9ac9b9824117462ea150.jpg,GRAFFITI,552.0,451.0,187.0,136.0\n",
-      "Line 351: 3.0,9963f142379872ace3021b3ab93dce44.jpg,GARBAGE,538.0,482.0,247.0,204.0\n",
-      "Line 352: 3.0,81fc18397a8eb76ce29b2ca9fb20b57f.jpg,GARBAGE,454.0,357.0,342.0,233.0\n",
-      "Line 353: 10.0,3dc0f3657a4b64f510edd7945ef97bbd.jpg,UNKEPT_FACADE,377.0,6.0,318.0,204.0\n",
-      "Line 354: 10.0,3dc0f3657a4b64f510edd7945ef97bbd.jpg,UNKEPT_FACADE,937.0,672.0,323.0,211.0\n",
-      "Line 355: 10.0,3dc0f3657a4b64f510edd7945ef97bbd.jpg,UNKEPT_FACADE,959.0,891.0,318.0,251.0\n",
-      "Line 356: 0.0,3dc0f3657a4b64f510edd7945ef97bbd.jpg,GRAFFITI,75.0,-22.0,291.0,201.0\n",
-      "Line 357: 0.0,3dc0f3657a4b64f510edd7945ef97bbd.jpg,GRAFFITI,628.0,526.0,287.0,246.0\n",
-      "Line 358: 0.0,3dc0f3657a4b64f510edd7945ef97bbd.jpg,GRAFFITI,655.0,608.0,281.0,232.0\n",
-      "Line 359: 0.0,3dc0f3657a4b64f510edd7945ef97bbd.jpg,GRAFFITI,713.0,653.0,290.0,222.0\n",
-      "Line 360: 3.0,1d15349a6649a11834ee337bfb7f5d38.jpg,GARBAGE,531.0,291.0,424.0,342.0\n",
-      "Line 361: 8.0,568475e600caf5cd44c38c8729958750.jpg,SAND_ON_ROAD,747.0,554.0,270.0,160.0\n",
-      "Line 362: 3.0,516af3e97a3c832f1a83e30529fdc33f.jpg,GARBAGE,965.0,860.0,380.0,325.0\n",
-      "Line 363: 3.0,516af3e97a3c832f1a83e30529fdc33f.jpg,GARBAGE,858.0,750.0,388.0,316.0\n",
-      "Line 364: 3.0,516af3e97a3c832f1a83e30529fdc33f.jpg,GARBAGE,278.0,197.0,412.0,355.0\n",
-      "Line 365: 3.0,516af3e97a3c832f1a83e30529fdc33f.jpg,GARBAGE,259.0,183.0,451.0,391.0\n",
-      "Line 366: 0.0,06de51754ba7d8baf62fae440123890d.jpg,GRAFFITI,167.0,-8.0,196.0,116.0\n",
-      "Line 367: 0.0,06de51754ba7d8baf62fae440123890d.jpg,GRAFFITI,323.0,114.0,211.0,109.0\n",
-      "Line 368: 0.0,06de51754ba7d8baf62fae440123890d.jpg,GRAFFITI,614.0,370.0,250.0,115.0\n",
-      "Line 369: 3.0,d68db5accf40263b2e08102fe60ae4e2.jpg,GARBAGE,941.0,813.0,283.0,190.0\n",
-      "Line 370: 3.0,d68db5accf40263b2e08102fe60ae4e2.jpg,GARBAGE,794.0,657.0,263.0,206.0\n",
-      "Line 371: 3.0,c7493cb5916f3020c26cfa29d32681b9.jpg,GARBAGE,281.0,132.0,407.0,354.0\n",
-      "Line 372: 3.0,c7493cb5916f3020c26cfa29d32681b9.jpg,GARBAGE,366.0,264.0,398.0,353.0\n",
-      "Line 373: 3.0,c7493cb5916f3020c26cfa29d32681b9.jpg,GARBAGE,409.0,343.0,414.0,361.0\n",
-      "Line 374: 3.0,f4ca658b0409e25e7f1ca0ed52f480d3.jpg,GARBAGE,727.0,650.0,299.0,231.0\n",
-      "Line 375: 3.0,4a416b872909db30ad200aad2b14a180.jpg,GARBAGE,393.0,338.0,266.0,222.0\n",
-      "Line 376: 3.0,4a416b872909db30ad200aad2b14a180.jpg,GARBAGE,411.0,290.0,311.0,252.0\n",
-      "Line 377: 3.0,4a416b872909db30ad200aad2b14a180.jpg,GARBAGE,277.0,226.0,299.0,250.0\n",
-      "Line 378: 3.0,cc17906ce12942d3a571fb2947182dd6.jpg,GARBAGE,413.0,369.0,365.0,318.0\n",
-      "Line 379: 3.0,cc17906ce12942d3a571fb2947182dd6.jpg,GARBAGE,78.0,4.0,350.0,322.0\n",
-      "Line 380: 3.0,304fc949cf217281bfe030a097bd8725.jpg,GARBAGE,383.0,312.0,216.0,178.0\n",
-      "Line 381: 3.0,304fc949cf217281bfe030a097bd8725.jpg,GARBAGE,373.0,295.0,236.0,182.0\n",
-      "Line 382: 3.0,304fc949cf217281bfe030a097bd8725.jpg,GARBAGE,339.0,258.0,242.0,187.0\n",
-      "Line 383: 3.0,304fc949cf217281bfe030a097bd8725.jpg,GARBAGE,319.0,176.0,267.0,200.0\n",
-      "Line 384: 2.0,0c60aeb768a125999b9b69179f10a479.jpg,POTHOLES,540.0,435.0,399.0,279.0\n",
-      "Line 385: 2.0,0c60aeb768a125999b9b69179f10a479.jpg,POTHOLES,559.0,431.0,555.0,396.0\n",
-      "Line 386: 7.0,3ad3c0fab444ec29bb7469f244850a9f.jpg,BAD_BILLBOARD,1067.0,253.0,420.0,-127.0\n",
-      "Line 387: 3.0,177734249914c7554ee6ef4eabcaaff1.jpg,GARBAGE,411.0,375.0,231.0,198.0\n",
-      "Line 388: 3.0,177734249914c7554ee6ef4eabcaaff1.jpg,GARBAGE,626.0,585.0,234.0,196.0\n",
-      "Line 389: 3.0,177734249914c7554ee6ef4eabcaaff1.jpg,GARBAGE,212.0,155.0,281.0,243.0\n",
-      "Line 390: 3.0,533bf91077dddbf76d8c4fb7ad3a0d2f.jpg,GARBAGE,935.0,826.0,268.0,163.0\n",
-      "Line 391: 3.0,533bf91077dddbf76d8c4fb7ad3a0d2f.jpg,GARBAGE,348.0,283.0,265.0,218.0\n",
-      "Line 392: 3.0,533bf91077dddbf76d8c4fb7ad3a0d2f.jpg,GARBAGE,281.0,225.0,303.0,240.0\n",
-      "Line 393: 7.0,1ba29ef6f2d91cca784a35f2e8404357.jpg,BAD_BILLBOARD,782.0,644.0,198.0,144.0\n",
-      "Line 394: 3.0,6b4aaff3ec3b9d76b4fab3eba61117a8.jpg,GARBAGE,125.0,-38.0,271.0,69.0\n",
-      "Line 395: 9.0,a55c9f9e92797e2a83af7c56064562fb.jpg,CLUTTER_SIDEWALK,856.0,411.0,336.0,195.0\n",
-      "Line 396: 7.0,48e3f5e637b917897fa746a51facec01.jpg,BAD_BILLBOARD,311.0,33.0,96.0,0.0\n",
-      "Line 397: 7.0,48e3f5e637b917897fa746a51facec01.jpg,BAD_BILLBOARD,402.0,309.0,87.0,31.0\n",
-      "Line 398: 7.0,48e3f5e637b917897fa746a51facec01.jpg,BAD_BILLBOARD,443.0,351.0,77.0,22.0\n",
-      "Line 399: 7.0,48e3f5e637b917897fa746a51facec01.jpg,BAD_BILLBOARD,482.0,392.0,87.0,12.0\n",
-      "Line 400: 7.0,48e3f5e637b917897fa746a51facec01.jpg,BAD_BILLBOARD,560.0,467.0,75.0,29.0\n",
-      "Line 401: 7.0,48e3f5e637b917897fa746a51facec01.jpg,BAD_BILLBOARD,829.0,757.0,79.0,34.0\n",
-      "Line 402: 7.0,48e3f5e637b917897fa746a51facec01.jpg,BAD_BILLBOARD,769.0,708.0,76.0,32.0\n",
-      "Line 403: 3.0,f77b400dacb3d80f9f134f36c1ac1272.jpg,GARBAGE,437.0,332.0,315.0,252.0\n",
-      "Line 404: 3.0,f756aa8066483b6d60984b2015468570.jpg,GARBAGE,523.0,413.0,277.0,204.0\n",
-      "Line 405: 3.0,f756aa8066483b6d60984b2015468570.jpg,GARBAGE,551.0,476.0,232.0,187.0\n",
-      "Line 406: 3.0,f756aa8066483b6d60984b2015468570.jpg,GARBAGE,736.0,641.0,419.0,364.0\n",
-      "Line 407: 3.0,f756aa8066483b6d60984b2015468570.jpg,GARBAGE,654.0,593.0,448.0,398.0\n",
-      "Line 408: 3.0,f756aa8066483b6d60984b2015468570.jpg,GARBAGE,150.0,62.0,411.0,347.0\n",
-      "Line 409: 2.0,4255fa84582ba207069d415202d520ae.jpg,POTHOLES,525.0,398.0,419.0,246.0\n",
-      "Line 410: 2.0,4255fa84582ba207069d415202d520ae.jpg,POTHOLES,594.0,312.0,510.0,314.0\n",
-      "Line 411: 2.0,8f3102d6fe68ff31a5df66bef5bd9194.jpg,POTHOLES,488.0,276.0,471.0,314.0\n",
-      "Line 412: 2.0,8f3102d6fe68ff31a5df66bef5bd9194.jpg,POTHOLES,573.0,406.0,455.0,261.0\n",
-      "Line 413: 4.0,751bad30b8d4b2c9e9378d763d3a67ef.jpg,CONSTRUCTION_ROAD,261.0,-65.0,313.0,136.0\n",
-      "Line 414: 4.0,751bad30b8d4b2c9e9378d763d3a67ef.jpg,CONSTRUCTION_ROAD,370.0,144.0,279.0,155.0\n",
-      "Line 415: 4.0,751bad30b8d4b2c9e9378d763d3a67ef.jpg,CONSTRUCTION_ROAD,507.0,261.0,273.0,157.0\n",
-      "Line 416: 4.0,751bad30b8d4b2c9e9378d763d3a67ef.jpg,CONSTRUCTION_ROAD,841.0,442.0,352.0,116.0\n",
-      "Line 417: 4.0,751bad30b8d4b2c9e9378d763d3a67ef.jpg,CONSTRUCTION_ROAD,1009.0,603.0,447.0,58.0\n",
-      "Line 418: 3.0,80c5a567e8b219648f40efb200b30a0d.jpg,GARBAGE,350.0,271.0,253.0,203.0\n",
-      "Line 419: 3.0,80c5a567e8b219648f40efb200b30a0d.jpg,GARBAGE,350.0,265.0,305.0,259.0\n",
-      "Line 420: 3.0,80c5a567e8b219648f40efb200b30a0d.jpg,GARBAGE,405.0,356.0,351.0,329.0\n",
-      "Line 421: 3.0,80c5a567e8b219648f40efb200b30a0d.jpg,GARBAGE,487.0,428.0,231.0,170.0\n",
-      "Line 422: 5.0,9b39d91113b05558b5213353a8d1331f.jpg,BROKEN_SIGNAGE,144.0,100.0,231.0,178.0\n",
-      "Line 423: 3.0,df86235a1187a57ba394526c8f9e6756.jpg,GARBAGE,452.0,359.0,427.0,355.0\n",
-      "Line 424: 2.0,1e33ea635bbd53e27edce25039d3c5ad.jpg,POTHOLES,640.0,533.0,455.0,310.0\n",
-      "Line 425: 2.0,1e33ea635bbd53e27edce25039d3c5ad.jpg,POTHOLES,836.0,548.0,568.0,386.0\n",
-      "Line 426: 3.0,eda3cef534743264cba3f3c953fe4f7b.jpg,GARBAGE,931.0,877.0,386.0,309.0\n",
-      "Line 427: 3.0,8cfdf1920c0c09c89bdae14bbae4328e.jpg,GARBAGE,646.0,562.0,235.0,175.0\n",
-      "Line 428: 3.0,8cfdf1920c0c09c89bdae14bbae4328e.jpg,GARBAGE,197.0,104.0,250.0,173.0\n",
-      "Line 429: 3.0,51be0f0e093fe2222c70b46c7dd31709.jpg,GARBAGE,568.0,454.0,271.0,176.0\n",
-      "Line 430: 7.0,08142cfc052cd0e58dbdfd25b9c76ea9.jpg,BAD_BILLBOARD,475.0,241.0,115.0,3.0\n",
-      "Line 431: 3.0,5d2aa33d21ddb864b9e7be856bd30860.jpg,GARBAGE,474.0,371.0,245.0,209.0\n",
-      "Line 432: 3.0,5d2aa33d21ddb864b9e7be856bd30860.jpg,GARBAGE,472.0,418.0,220.0,178.0\n",
-      "Line 433: 3.0,0560cd977021e78f9136e22d53d95268.jpg,GARBAGE,949.0,790.0,466.0,344.0\n",
-      "Line 434: 3.0,0560cd977021e78f9136e22d53d95268.jpg,GARBAGE,749.0,672.0,450.0,379.0\n",
-      "Line 435: 9.0,0560cd977021e78f9136e22d53d95268.jpg,CLUTTER_SIDEWALK,761.0,158.0,518.0,347.0\n",
-      "Line 436: 2.0,8d3839b819a5bcc91f60c3c6ccbc3e6b.jpg,POTHOLES,343.0,176.0,332.0,256.0\n",
-      "Line 437: 2.0,8d3839b819a5bcc91f60c3c6ccbc3e6b.jpg,POTHOLES,294.0,35.0,381.0,278.0\n",
-      "Line 438: 3.0,515d78c618eb1e559b5211f90674a7a3.jpg,GARBAGE,488.0,414.0,446.0,390.0\n",
-      "Line 439: 3.0,455255272d6689b5fcac862a9c8eb996.jpg,GARBAGE,432.0,376.0,323.0,289.0\n",
-      "Line 440: 3.0,455255272d6689b5fcac862a9c8eb996.jpg,GARBAGE,795.0,716.0,492.0,418.0\n",
-      "Line 441: 9.0,18778922833d0cf7b381baa70f60758c.jpg,CLUTTER_SIDEWALK,323.0,9.0,276.0,195.0\n",
-      "Line 442: 9.0,18778922833d0cf7b381baa70f60758c.jpg,CLUTTER_SIDEWALK,562.0,268.0,247.0,198.0\n",
-      "Line 443: 9.0,18778922833d0cf7b381baa70f60758c.jpg,CLUTTER_SIDEWALK,740.0,523.0,242.0,188.0\n",
-      "Line 444: 3.0,515212fd296f6a95e5366506eb808d3f.jpg,GARBAGE,714.0,601.0,257.0,155.0\n",
-      "Line 445: 3.0,515212fd296f6a95e5366506eb808d3f.jpg,GARBAGE,824.0,653.0,274.0,173.0\n",
-      "Line 446: 0.0,515212fd296f6a95e5366506eb808d3f.jpg,GRAFFITI,771.0,638.0,207.0,108.0\n",
-      "Line 447: 3.0,8acf4b0f982a926478882d5061e5f6ef.jpg,GARBAGE,884.0,756.0,478.0,392.0\n",
-      "Line 448: 3.0,8acf4b0f982a926478882d5061e5f6ef.jpg,GARBAGE,107.0,-19.0,453.0,332.0\n",
-      "Line 449: 3.0,8acf4b0f982a926478882d5061e5f6ef.jpg,GARBAGE,340.0,268.0,437.0,378.0\n",
-      "Line 450: 3.0,026c5fd6fe0e64343e8ff1d6add9f88e.jpg,GARBAGE,97.0,0.0,264.0,206.0\n",
-      "Line 451: 3.0,026c5fd6fe0e64343e8ff1d6add9f88e.jpg,GARBAGE,215.0,92.0,147.0,85.0\n",
-      "Line 452: 3.0,026c5fd6fe0e64343e8ff1d6add9f88e.jpg,GARBAGE,448.0,234.0,176.0,48.0\n",
-      "Line 453: 9.0,026c5fd6fe0e64343e8ff1d6add9f88e.jpg,CLUTTER_SIDEWALK,1165.0,-342.0,473.0,96.0\n",
-      "Line 454: 3.0,16038e446e82d3053ef58bb2489796f1.jpg,GARBAGE,398.0,247.0,297.0,207.0\n",
-      "Line 455: 3.0,16038e446e82d3053ef58bb2489796f1.jpg,GARBAGE,476.0,353.0,301.0,193.0\n",
-      "Line 456: 3.0,16038e446e82d3053ef58bb2489796f1.jpg,GARBAGE,419.0,307.0,302.0,185.0\n",
-      "Line 457: 3.0,8c8bc2c6b2cd0f9c1cbac82c601ab2db.jpg,GARBAGE,949.0,797.0,291.0,216.0\n",
-      "Line 458: 3.0,8c8bc2c6b2cd0f9c1cbac82c601ab2db.jpg,GARBAGE,822.0,756.0,277.0,211.0\n",
-      "Line 459: 3.0,8c8bc2c6b2cd0f9c1cbac82c601ab2db.jpg,GARBAGE,750.0,622.0,273.0,197.0\n",
-      "Line 460: 3.0,8c8bc2c6b2cd0f9c1cbac82c601ab2db.jpg,GARBAGE,825.0,748.0,419.0,366.0\n",
-      "Line 461: 2.0,8c8bc2c6b2cd0f9c1cbac82c601ab2db.jpg,POTHOLES,436.0,230.0,412.0,247.0\n",
-      "Line 462: 2.0,8c8bc2c6b2cd0f9c1cbac82c601ab2db.jpg,POTHOLES,644.0,252.0,524.0,285.0\n",
-      "Line 463: 3.0,9850da5c696bba23ac442fb07a6e0d1d.jpg,GARBAGE,606.0,460.0,307.0,209.0\n",
-      "Line 464: 3.0,9850da5c696bba23ac442fb07a6e0d1d.jpg,GARBAGE,512.0,369.0,288.0,200.0\n",
-      "Line 465: 3.0,783509a9f5d47d8f17d7b97065947bbf.jpg,GARBAGE,594.0,490.0,240.0,163.0\n",
-      "Line 466: 3.0,783509a9f5d47d8f17d7b97065947bbf.jpg,GARBAGE,553.0,479.0,411.0,342.0\n",
-      "Line 467: 3.0,37852eec49aa40698664ccaefac0a62d.jpg,GARBAGE,751.0,634.0,379.0,306.0\n",
-      "Line 468: 3.0,37852eec49aa40698664ccaefac0a62d.jpg,GARBAGE,682.0,617.0,306.0,246.0\n",
-      "Line 469: 0.0,4005a05b622af576bd1eac703d0a2f2c.jpg,GRAFFITI,699.0,613.0,175.0,97.0\n",
-      "Line 470: 0.0,4005a05b622af576bd1eac703d0a2f2c.jpg,GRAFFITI,701.0,600.0,207.0,137.0\n",
-      "Line 471: 0.0,4005a05b622af576bd1eac703d0a2f2c.jpg,GRAFFITI,761.0,658.0,220.0,120.0\n",
-      "Line 472: 0.0,b207e8bf3cf7bca18afe3049c287af42.jpg,GRAFFITI,774.0,653.0,183.0,128.0\n",
-      "Line 473: 0.0,b207e8bf3cf7bca18afe3049c287af42.jpg,GRAFFITI,876.0,757.0,190.0,143.0\n",
-      "Line 474: 3.0,1f7f451526990c81a6e8f37549491b32.jpg,GARBAGE,385.0,264.0,351.0,279.0\n",
-      "Line 475: 3.0,1f7f451526990c81a6e8f37549491b32.jpg,GARBAGE,221.0,175.0,451.0,411.0\n",
-      "Line 476: 3.0,1f7f451526990c81a6e8f37549491b32.jpg,GARBAGE,86.0,44.0,454.0,401.0\n",
-      "Line 477: 7.0,3eaee7e645fa2a54ec2018464c714263.jpg,BAD_BILLBOARD,592.0,517.0,201.0,119.0\n",
-      "Line 478: 4.0,75fe4107c23b46ca91a7986ec2e56975.jpg,CONSTRUCTION_ROAD,394.0,-5.0,357.0,108.0\n",
-      "Line 479: 4.0,75fe4107c23b46ca91a7986ec2e56975.jpg,CONSTRUCTION_ROAD,674.0,248.0,399.0,99.0\n",
-      "Line 480: 4.0,75fe4107c23b46ca91a7986ec2e56975.jpg,CONSTRUCTION_ROAD,1024.0,504.0,432.0,117.0\n",
-      "Line 481: 4.0,1fa9b5a11c86fe598ccffdf44474f68b.jpg,CONSTRUCTION_ROAD,444.0,-7.0,314.0,52.0\n",
-      "Line 482: 4.0,1fa9b5a11c86fe598ccffdf44474f68b.jpg,CONSTRUCTION_ROAD,662.0,269.0,305.0,59.0\n",
-      "Line 483: 4.0,1fa9b5a11c86fe598ccffdf44474f68b.jpg,CONSTRUCTION_ROAD,1034.0,477.0,334.0,51.0\n",
-      "Line 484: 4.0,1c7c8a9d55cae39ab6ce2f00aca8d876.jpg,CONSTRUCTION_ROAD,706.0,349.0,275.0,145.0\n",
-      "Line 485: 2.0,0d381ce87d91f7173d368191ca9547f2.jpg,POTHOLES,296.0,11.0,506.0,344.0\n",
-      "Line 486: 3.0,bc9cce9c4c5567e54df50b03e7c3d866.jpg,GARBAGE,544.0,452.0,298.0,174.0\n",
-      "Line 487: 3.0,bc9cce9c4c5567e54df50b03e7c3d866.jpg,GARBAGE,670.0,602.0,247.0,179.0\n",
-      "Line 488: 9.0,b4e011b1d14a3000d351cdec4ebbd137.jpg,CLUTTER_SIDEWALK,897.0,218.0,330.0,170.0\n",
-      "Line 489: 3.0,b4e011b1d14a3000d351cdec4ebbd137.jpg,GARBAGE,638.0,422.0,341.0,272.0\n",
-      "Line 490: 4.0,5ba59eaae491b93fc28b7c60bd3aaaf7.jpg,CONSTRUCTION_ROAD,530.0,-148.0,698.0,-12.0\n",
-      "Line 491: 4.0,5ba59eaae491b93fc28b7c60bd3aaaf7.jpg,CONSTRUCTION_ROAD,1005.0,314.0,616.0,73.0\n",
-      "Line 492: 3.0,0dc464bf9aaa382ce31edda2899099e7.jpg,GARBAGE,154.0,45.0,474.0,395.0\n",
-      "Line 493: 3.0,afe887951d2566e508964643ff1f9664.jpg,GARBAGE,603.0,535.0,240.0,185.0\n",
-      "Line 494: 9.0,aa381397add9d5347c83c415312b466a.jpg,CLUTTER_SIDEWALK,324.0,122.0,174.0,133.0\n",
-      "Line 495: 9.0,aa381397add9d5347c83c415312b466a.jpg,CLUTTER_SIDEWALK,407.0,285.0,188.0,133.0\n",
-      "Line 496: 9.0,aa381397add9d5347c83c415312b466a.jpg,CLUTTER_SIDEWALK,755.0,548.0,214.0,154.0\n",
-      "Line 497: 3.0,70e722cd70daa8591a63cdd7153c16b6.jpg,GARBAGE,785.0,726.0,202.0,153.0\n",
-      "Line 498: 8.0,9aa4a1f5afa13e35a212a86ff3fbe849.jpg,SAND_ON_ROAD,279.0,107.0,269.0,179.0\n",
-      "Line 499: 8.0,9aa4a1f5afa13e35a212a86ff3fbe849.jpg,SAND_ON_ROAD,478.0,191.0,307.0,162.0\n",
-      "Line 500: 3.0,7ee2f46c0b0c915feb94019e02998ae6.jpg,GARBAGE,634.0,576.0,315.0,266.0\n",
-      "Line 501: 3.0,566d716f1e1812804e1b6ecae24131d3.jpg,GARBAGE,815.0,721.0,254.0,208.0\n",
-      "Line 502: 3.0,566d716f1e1812804e1b6ecae24131d3.jpg,GARBAGE,757.0,685.0,255.0,199.0\n",
-      "Line 503: 0.0,5a89e78f23172807102aa8b7104c9e21.jpg,GRAFFITI,566.0,110.0,391.0,206.0\n",
-      "Line 504: 0.0,5a89e78f23172807102aa8b7104c9e21.jpg,GRAFFITI,869.0,485.0,361.0,238.0\n",
-      "Line 505: 7.0,ebc470da1fad7357d61aa063edf16d6b.jpg,BAD_BILLBOARD,222.0,135.0,173.0,125.0\n",
-      "Line 506: 7.0,ebc470da1fad7357d61aa063edf16d6b.jpg,BAD_BILLBOARD,170.0,-8.0,179.0,112.0\n",
-      "Line 507: 8.0,f5e3d9e7263a111ca6c89ffc4603cd6c.jpg,SAND_ON_ROAD,444.0,266.0,262.0,131.0\n",
-      "Line 508: 3.0,f5e3d9e7263a111ca6c89ffc4603cd6c.jpg,GARBAGE,861.0,798.0,262.0,199.0\n",
-      "Line 509: 3.0,f5e3d9e7263a111ca6c89ffc4603cd6c.jpg,GARBAGE,880.0,825.0,257.0,176.0\n",
-      "Line 510: 2.0,9043767cd25faccc167b0a14ac7a89ad.jpg,POTHOLES,230.0,65.0,421.0,285.0\n",
-      "Line 511: 2.0,9043767cd25faccc167b0a14ac7a89ad.jpg,POTHOLES,171.0,-14.0,483.0,318.0\n",
-      "Line 512: 4.0,dd68663d6531f78ceb2069da66e0f005.jpg,CONSTRUCTION_ROAD,397.0,149.0,268.0,127.0\n",
-      "Line 513: 4.0,dd68663d6531f78ceb2069da66e0f005.jpg,CONSTRUCTION_ROAD,286.0,-26.0,278.0,90.0\n",
-      "Line 514: 4.0,677dd32e467f0b49372258b554a8ab64.jpg,CONSTRUCTION_ROAD,662.0,-90.0,606.0,72.0\n",
-      "Line 515: 4.0,677dd32e467f0b49372258b554a8ab64.jpg,CONSTRUCTION_ROAD,1054.0,428.0,592.0,193.0\n",
-      "Line 516: 3.0,34b8b29c7cb140b84192b342437e5355.jpg,GARBAGE,164.0,42.0,396.0,324.0\n",
-      "Line 517: 10.0,34b8b29c7cb140b84192b342437e5355.jpg,UNKEPT_FACADE,850.0,593.0,313.0,173.0\n",
-      "Line 518: 0.0,19acfc0e877cede8bcfab02175369eed.jpg,GRAFFITI,1008.0,795.0,239.0,83.0\n",
-      "Line 519: 3.0,ddcfaf0f94a6ddf0b43c94d7750537ad.jpg,GARBAGE,800.0,704.0,262.0,185.0\n",
-      "Line 520: 3.0,ddcfaf0f94a6ddf0b43c94d7750537ad.jpg,GARBAGE,905.0,854.0,298.0,243.0\n",
-      "Line 521: 4.0,1b32bd643ae937a683a7644f51233e0f.jpg,CONSTRUCTION_ROAD,825.0,702.0,270.0,177.0\n",
-      "Line 522: 3.0,196dfeb7932689b6db3af08bcdcc891a.jpg,GARBAGE,366.0,248.0,282.0,230.0\n",
-      "Line 523: 3.0,196dfeb7932689b6db3af08bcdcc891a.jpg,GARBAGE,821.0,395.0,294.0,2.0\n",
-      "Line 524: 3.0,df9cb70dbe0ae07e87bbe14e7e618f21.jpg,GARBAGE,494.0,343.0,350.0,239.0\n",
-      "Line 525: 3.0,df9cb70dbe0ae07e87bbe14e7e618f21.jpg,GARBAGE,640.0,445.0,407.0,292.0\n",
-      "Line 526: 3.0,df9cb70dbe0ae07e87bbe14e7e618f21.jpg,GARBAGE,427.0,286.0,469.0,372.0\n",
-      "Line 527: 3.0,38798dd2008df426f9b90f39deb171ce.jpg,GARBAGE,243.0,138.0,371.0,287.0\n",
-      "Line 528: 3.0,38798dd2008df426f9b90f39deb171ce.jpg,GARBAGE,261.0,152.0,480.0,400.0\n",
-      "Line 529: 3.0,38798dd2008df426f9b90f39deb171ce.jpg,GARBAGE,523.0,316.0,447.0,259.0\n",
-      "Line 530: 0.0,7b89ccf258299b00807c2ae724dab7ba.jpg,GRAFFITI,339.0,-41.0,322.0,56.0\n",
-      "Line 531: 7.0,ae83c5625f25d63d856bd37b4b0555f3.jpg,BAD_BILLBOARD,661.0,524.0,171.0,76.0\n",
-      "Line 532: 4.0,ae83c5625f25d63d856bd37b4b0555f3.jpg,CONSTRUCTION_ROAD,556.0,445.0,232.0,169.0\n",
-      "Line 533: 4.0,ae83c5625f25d63d856bd37b4b0555f3.jpg,CONSTRUCTION_ROAD,281.0,119.0,258.0,140.0\n",
-      "Line 534: 4.0,ae83c5625f25d63d856bd37b4b0555f3.jpg,CONSTRUCTION_ROAD,185.0,-23.0,265.0,132.0\n",
-      "Line 535: 4.0,ae83c5625f25d63d856bd37b4b0555f3.jpg,CONSTRUCTION_ROAD,414.0,333.0,230.0,168.0\n",
-      "Line 536: 3.0,e988d56a045315b828343821940259c7.jpg,GARBAGE,352.0,215.0,342.0,256.0\n",
-      "Line 537: 2.0,e988d56a045315b828343821940259c7.jpg,POTHOLES,745.0,338.0,525.0,337.0\n",
-      "Line 538: 7.0,6146d1f031813ae6e1850a8a07b0f4c2.jpg,BAD_BILLBOARD,1039.0,695.0,227.0,66.0\n",
-      "Line 539: 3.0,9e6ff66ccd3e8cd5748ddda8c3dd97f7.jpg,GARBAGE,273.0,189.0,305.0,230.0\n",
-      "Line 540: 4.0,629f68b295f8dca083cddb1654240e09.jpg,CONSTRUCTION_ROAD,1085.0,353.0,462.0,20.0\n",
-      "Line 541: 4.0,629f68b295f8dca083cddb1654240e09.jpg,CONSTRUCTION_ROAD,345.0,-84.0,331.0,81.0\n",
-      "Line 542: 4.0,629f68b295f8dca083cddb1654240e09.jpg,CONSTRUCTION_ROAD,477.0,177.0,268.0,122.0\n",
-      "Line 543: 9.0,1e35618d2a48c1406a65ff4d1af8af98.jpg,CLUTTER_SIDEWALK,420.0,-63.0,295.0,189.0\n",
-      "Line 544: 9.0,1e35618d2a48c1406a65ff4d1af8af98.jpg,CLUTTER_SIDEWALK,840.0,254.0,299.0,193.0\n",
-      "Line 545: 9.0,1e35618d2a48c1406a65ff4d1af8af98.jpg,CLUTTER_SIDEWALK,1009.0,666.0,310.0,191.0\n",
-      "Line 546: 8.0,242093ea1390f948508b14c669f600bd.jpg,SAND_ON_ROAD,663.0,101.0,357.0,154.0\n",
-      "Line 547: 8.0,242093ea1390f948508b14c669f600bd.jpg,SAND_ON_ROAD,979.0,851.0,317.0,262.0\n",
-      "Line 548: 2.0,5b28328ba177bdbf364f57d11c8ee263.jpg,POTHOLES,595.0,398.0,432.0,286.0\n",
-      "Line 549: 3.0,d999e72bab13ea7e5091349169e545ec.jpg,GARBAGE,737.0,685.0,282.0,242.0\n",
-      "Line 550: 3.0,a20754090c759e373857d2cc269286a7.jpg,GARBAGE,272.0,172.0,244.0,215.0\n",
-      "Line 551: 3.0,a20754090c759e373857d2cc269286a7.jpg,GARBAGE,396.0,321.0,369.0,324.0\n",
-      "Line 552: 7.0,a20754090c759e373857d2cc269286a7.jpg,BAD_BILLBOARD,673.0,226.0,192.0,69.0\n",
-      "Line 553: 7.0,322bc2851fa62bca7becdd8ea84415a1.jpg,BAD_BILLBOARD,413.0,146.0,181.0,42.0\n",
-      "Line 554: 3.0,48ad155891ba88f14974ba30e2412555.jpg,GARBAGE,855.0,793.0,355.0,300.0\n",
-      "Line 555: 3.0,48ad155891ba88f14974ba30e2412555.jpg,GARBAGE,974.0,824.0,250.0,151.0\n",
-      "Line 556: 3.0,48ad155891ba88f14974ba30e2412555.jpg,GARBAGE,599.0,523.0,242.0,194.0\n",
-      "Line 557: 3.0,36bb921c5c059289b23e4a8d62357c2b.jpg,GARBAGE,837.0,790.0,250.0,216.0\n",
-      "Line 558: 3.0,36bb921c5c059289b23e4a8d62357c2b.jpg,GARBAGE,860.0,812.0,282.0,232.0\n",
-      "Line 559: 3.0,e55dfef9a42916bfe6029691e4fd41d4.jpg,GARBAGE,660.0,546.0,277.0,183.0\n",
-      "Line 560: 3.0,e55dfef9a42916bfe6029691e4fd41d4.jpg,GARBAGE,801.0,644.0,285.0,186.0\n",
-      "Line 561: 3.0,e55dfef9a42916bfe6029691e4fd41d4.jpg,GARBAGE,859.0,763.0,263.0,202.0\n",
-      "Line 562: 3.0,93dfdbf37ce53f0fe4c2ebf6f6581cca.jpg,GARBAGE,775.0,707.0,287.0,224.0\n",
-      "Line 563: 1.0,2bb02e9237647d20bf2188ba7b798f0a.jpg,FADED_SIGNAGE,386.0,291.0,184.0,104.0\n",
-      "Line 564: 3.0,a6426f3b2ca826a24c7c4173d6884c94.jpg,GARBAGE,381.0,295.0,326.0,248.0\n",
-      "Line 565: 0.0,86e2704ffaf4e84f3f8bbbc3d5473ee2.jpg,GRAFFITI,177.0,83.0,271.0,208.0\n",
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-      "Line 567: 3.0,f7cc1700147d13a7ca13e0fb1a6ea8c5.jpg,GARBAGE,895.0,629.0,346.0,228.0\n",
-      "Line 568: 3.0,f7cc1700147d13a7ca13e0fb1a6ea8c5.jpg,GARBAGE,665.0,533.0,280.0,201.0\n",
-      "Line 569: 4.0,03858da6a532e19e7fdbe35530bf2447.jpg,CONSTRUCTION_ROAD,469.0,284.0,276.0,135.0\n",
-      "Line 570: 4.0,03858da6a532e19e7fdbe35530bf2447.jpg,CONSTRUCTION_ROAD,407.0,61.0,355.0,54.0\n",
-      "Line 571: 4.0,03858da6a532e19e7fdbe35530bf2447.jpg,CONSTRUCTION_ROAD,221.0,-60.0,482.0,-50.0\n",
-      "Line 572: 4.0,03858da6a532e19e7fdbe35530bf2447.jpg,CONSTRUCTION_ROAD,774.0,553.0,296.0,132.0\n",
-      "Line 573: 4.0,03858da6a532e19e7fdbe35530bf2447.jpg,CONSTRUCTION_ROAD,1005.0,638.0,352.0,100.0\n",
-      "Line 574: 4.0,03858da6a532e19e7fdbe35530bf2447.jpg,CONSTRUCTION_ROAD,617.0,531.0,251.0,155.0\n",
-      "Line 575: 7.0,8c5b1858a5e29dedc7e8844f294b997b.jpg,BAD_BILLBOARD,715.0,483.0,176.0,90.0\n",
-      "Line 576: 3.0,8c5b1858a5e29dedc7e8844f294b997b.jpg,GARBAGE,390.0,318.0,223.0,177.0\n",
-      "Line 577: 4.0,c4b21e494a068b613c12a0a4e149a106.jpg,CONSTRUCTION_ROAD,707.0,563.0,275.0,119.0\n",
-      "Line 578: 4.0,c4b21e494a068b613c12a0a4e149a106.jpg,CONSTRUCTION_ROAD,984.0,578.0,383.0,110.0\n",
-      "Line 579: 8.0,c4b21e494a068b613c12a0a4e149a106.jpg,SAND_ON_ROAD,913.0,786.0,264.0,171.0\n",
-      "Line 580: 7.0,397d788240c25e7aaa301d018ef4e0fb.jpg,BAD_BILLBOARD,167.0,38.0,198.0,138.0\n",
-      "Line 581: 7.0,397d788240c25e7aaa301d018ef4e0fb.jpg,BAD_BILLBOARD,249.0,160.0,202.0,148.0\n",
-      "Line 582: 8.0,6b3981c80be1c7c31fea5d1524493fa5.jpg,SAND_ON_ROAD,855.0,687.0,294.0,175.0\n",
-      "Line 583: 8.0,6b3981c80be1c7c31fea5d1524493fa5.jpg,SAND_ON_ROAD,695.0,575.0,270.0,208.0\n",
-      "Line 584: 8.0,6b3981c80be1c7c31fea5d1524493fa5.jpg,SAND_ON_ROAD,633.0,520.0,252.0,201.0\n",
-      "Line 585: 3.0,8c10398341e274dbe55e2d9039881f8a.jpg,GARBAGE,444.0,393.0,352.0,291.0\n",
-      "Line 586: 3.0,8c10398341e274dbe55e2d9039881f8a.jpg,GARBAGE,270.0,224.0,434.0,394.0\n",
-      "Line 587: 4.0,37cc5216035ca1a78c32c730da111f5a.jpg,CONSTRUCTION_ROAD,387.0,65.0,328.0,227.0\n",
-      "Line 588: 4.0,37cc5216035ca1a78c32c730da111f5a.jpg,CONSTRUCTION_ROAD,687.0,290.0,319.0,236.0\n",
-      "Line 589: 4.0,37cc5216035ca1a78c32c730da111f5a.jpg,CONSTRUCTION_ROAD,914.0,538.0,320.0,224.0\n",
-      "Line 590: 4.0,e9ef1bab977ea384d1d69c911b172ea4.jpg,CONSTRUCTION_ROAD,381.0,-76.0,418.0,76.0\n",
-      "Line 591: 4.0,e9ef1bab977ea384d1d69c911b172ea4.jpg,CONSTRUCTION_ROAD,745.0,257.0,407.0,107.0\n",
-      "Line 592: 9.0,51df13b04570bcd97956b57ffd5e5b9b.jpg,CLUTTER_SIDEWALK,956.0,127.0,441.0,164.0\n",
-      "Line 593: 3.0,6b351d5ff08e3e3956dc06d0ca204e4c.jpg,GARBAGE,712.0,554.0,308.0,230.0\n",
-      "Line 594: 3.0,48f531c9cd86e518f6c61ac779e7b785.jpg,GARBAGE,888.0,791.0,246.0,185.0\n",
-      "Line 595: 3.0,48f531c9cd86e518f6c61ac779e7b785.jpg,GARBAGE,925.0,867.0,247.0,188.0\n",
-      "Line 596: 8.0,48f531c9cd86e518f6c61ac779e7b785.jpg,SAND_ON_ROAD,846.0,741.0,270.0,163.0\n",
-      "Line 597: 3.0,1c6ccb1fc3f1f6bd65f6163523e9727a.jpg,GARBAGE,175.0,48.0,328.0,246.0\n",
-      "Line 598: 3.0,1c6ccb1fc3f1f6bd65f6163523e9727a.jpg,GARBAGE,74.0,7.0,333.0,250.0\n",
-      "Line 599: 3.0,1c6ccb1fc3f1f6bd65f6163523e9727a.jpg,GARBAGE,363.0,273.0,300.0,248.0\n",
-      "Line 600: 3.0,1c6ccb1fc3f1f6bd65f6163523e9727a.jpg,GARBAGE,407.0,335.0,295.0,257.0\n",
-      "Line 601: 3.0,1c6ccb1fc3f1f6bd65f6163523e9727a.jpg,GARBAGE,562.0,464.0,306.0,234.0\n",
-      "Line 602: 4.0,773303c1616fc55329dcd08274ca594b.jpg,CONSTRUCTION_ROAD,373.0,165.0,213.0,117.0\n",
-      "Line 603: 4.0,773303c1616fc55329dcd08274ca594b.jpg,CONSTRUCTION_ROAD,440.0,290.0,193.0,108.0\n",
-      "Line 604: 4.0,773303c1616fc55329dcd08274ca594b.jpg,CONSTRUCTION_ROAD,584.0,422.0,198.0,126.0\n",
-      "Line 605: 4.0,ad2715da3d182fe378621620f5d1a389.jpg,CONSTRUCTION_ROAD,434.0,313.0,223.0,159.0\n",
-      "Line 606: 4.0,ad2715da3d182fe378621620f5d1a389.jpg,CONSTRUCTION_ROAD,379.0,170.0,252.0,137.0\n",
-      "Line 607: 4.0,ad2715da3d182fe378621620f5d1a389.jpg,CONSTRUCTION_ROAD,288.0,-36.0,287.0,110.0\n",
-      "Line 608: 2.0,ad2715da3d182fe378621620f5d1a389.jpg,POTHOLES,202.0,-53.0,545.0,284.0\n",
-      "Line 609: 2.0,ad2715da3d182fe378621620f5d1a389.jpg,POTHOLES,418.0,122.0,582.0,315.0\n",
-      "Line 610: 9.0,0c0470911e57a5ed7de67279bd7140a0.jpg,CLUTTER_SIDEWALK,601.0,98.0,444.0,296.0\n",
-      "Line 611: 9.0,0c0470911e57a5ed7de67279bd7140a0.jpg,CLUTTER_SIDEWALK,783.0,409.0,427.0,293.0\n",
-      "Line 612: 4.0,0c0470911e57a5ed7de67279bd7140a0.jpg,CONSTRUCTION_ROAD,572.0,136.0,322.0,188.0\n",
-      "Line 613: 4.0,0c0470911e57a5ed7de67279bd7140a0.jpg,CONSTRUCTION_ROAD,734.0,407.0,305.0,195.0\n",
-      "Line 614: 4.0,0c0470911e57a5ed7de67279bd7140a0.jpg,CONSTRUCTION_ROAD,1037.0,627.0,321.0,208.0\n",
-      "Line 615: 3.0,a3f9d87f42cf1a43c47ad01974687f8d.jpg,GARBAGE,613.0,496.0,189.0,112.0\n",
-      "Line 616: 3.0,a3f9d87f42cf1a43c47ad01974687f8d.jpg,GARBAGE,137.0,-25.0,239.0,112.0\n",
-      "Line 617: 3.0,d1dfa81999e67fc5597984239774e1fc.jpg,GARBAGE,644.0,551.0,372.0,296.0\n",
-      "Line 618: 3.0,8790899cb7774a3f161165fe48b515ef.jpg,GARBAGE,210.0,-46.0,302.0,191.0\n",
-      "Line 619: 3.0,8790899cb7774a3f161165fe48b515ef.jpg,GARBAGE,250.0,140.0,335.0,273.0\n",
-      "Line 620: 3.0,8790899cb7774a3f161165fe48b515ef.jpg,GARBAGE,940.0,879.0,348.0,295.0\n",
-      "Line 621: 7.0,1d7d5610db9a7754d542ae4a42212570.jpg,BAD_BILLBOARD,502.0,-41.0,104.0,-14.0\n",
-      "Line 622: 4.0,00f54ee82124ff35d346d15145475ab4.jpg,CONSTRUCTION_ROAD,492.0,409.0,251.0,187.0\n",
-      "Line 623: 8.0,00f54ee82124ff35d346d15145475ab4.jpg,SAND_ON_ROAD,642.0,576.0,246.0,193.0\n",
-      "Line 624: 7.0,569bd96f9a44a2f6f3939e47d4fcab8b.jpg,BAD_BILLBOARD,753.0,631.0,255.0,170.0\n",
-      "Line 625: 7.0,569bd96f9a44a2f6f3939e47d4fcab8b.jpg,BAD_BILLBOARD,109.0,-20.0,236.0,165.0\n",
-      "Line 626: 3.0,344e69012c81432a0432f4b191462d50.jpg,GARBAGE,347.0,266.0,331.0,278.0\n",
-      "Line 627: 3.0,344e69012c81432a0432f4b191462d50.jpg,GARBAGE,350.0,331.0,331.0,278.0\n",
-      "Line 628: 7.0,00f6cb1c7473f12ea482dceaad648470.jpg,BAD_BILLBOARD,508.0,409.0,176.0,116.0\n",
-      "Line 629: 7.0,00f6cb1c7473f12ea482dceaad648470.jpg,BAD_BILLBOARD,416.0,338.0,187.0,110.0\n",
-      "Line 630: 7.0,00f6cb1c7473f12ea482dceaad648470.jpg,BAD_BILLBOARD,382.0,280.0,186.0,103.0\n",
-      "Line 631: 9.0,00f6cb1c7473f12ea482dceaad648470.jpg,CLUTTER_SIDEWALK,976.0,686.0,273.0,157.0\n",
-      "Line 632: 3.0,3ffd0c63adf023e1a1ebcf76e0b56341.jpg,GARBAGE,430.0,382.0,251.0,212.0\n",
-      "Line 633: 3.0,19931265011113c90def48b2ef8f84e3.jpg,GARBAGE,300.0,68.0,194.0,72.0\n",
-      "Line 634: 3.0,85445160fc5b1236c54dfdf883cd4a53.jpg,GARBAGE,262.0,202.0,176.0,131.0\n",
-      "Line 635: 3.0,85445160fc5b1236c54dfdf883cd4a53.jpg,GARBAGE,230.0,176.0,188.0,133.0\n",
-      "Line 636: 3.0,85445160fc5b1236c54dfdf883cd4a53.jpg,GARBAGE,358.0,275.0,246.0,194.0\n",
-      "Line 637: 2.0,2ef2b8d79616ba4146665eeb75d422e5.jpg,POTHOLES,548.0,4.0,417.0,193.0\n",
-      "Line 638: 2.0,2ef2b8d79616ba4146665eeb75d422e5.jpg,POTHOLES,801.0,423.0,443.0,217.0\n",
-      "Line 639: 4.0,d8176dafdd2e327e81444e98f98e33e8.jpg,CONSTRUCTION_ROAD,996.0,431.0,438.0,158.0\n",
-      "Line 640: 4.0,d8176dafdd2e327e81444e98f98e33e8.jpg,CONSTRUCTION_ROAD,400.0,106.0,326.0,195.0\n",
-      "Line 641: 2.0,d8176dafdd2e327e81444e98f98e33e8.jpg,POTHOLES,804.0,622.0,539.0,355.0\n",
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-      "Line 644: 7.0,fc0c2d4c9388ba07adb7a50a19facb82.jpg,BAD_BILLBOARD,638.0,559.0,194.0,140.0\n",
-      "Line 645: 7.0,fc0c2d4c9388ba07adb7a50a19facb82.jpg,BAD_BILLBOARD,590.0,537.0,195.0,155.0\n",
-      "Line 646: 7.0,fc0c2d4c9388ba07adb7a50a19facb82.jpg,BAD_BILLBOARD,546.0,492.0,200.0,175.0\n",
-      "Line 647: 7.0,fc0c2d4c9388ba07adb7a50a19facb82.jpg,BAD_BILLBOARD,524.0,466.0,212.0,169.0\n",
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-      "Line 649: 7.0,ceba09208f73e7059925cf8ba1a9a956.jpg,BAD_BILLBOARD,194.0,118.0,66.0,24.0\n",
-      "Line 650: 7.0,ceba09208f73e7059925cf8ba1a9a956.jpg,BAD_BILLBOARD,311.0,188.0,77.0,0.0\n",
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-      "Line 652: 4.0,253243957cb0f5b111a5475472e7d23a.jpg,CONSTRUCTION_ROAD,189.0,-31.0,288.0,126.0\n",
-      "Line 653: 4.0,253243957cb0f5b111a5475472e7d23a.jpg,CONSTRUCTION_ROAD,636.0,377.0,261.0,147.0\n",
-      "Line 654: 3.0,91ec12ee7f1fe194f7fed4418ca8ec4e.jpg,GARBAGE,786.0,570.0,294.0,145.0\n",
-      "Line 655: 3.0,91ec12ee7f1fe194f7fed4418ca8ec4e.jpg,GARBAGE,732.0,642.0,141.0,93.0\n",
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-      "Line 657: 3.0,d2bed4776c046ea358151744e6d42688.jpg,GARBAGE,423.0,343.0,203.0,172.0\n",
-      "Line 658: 3.0,d2bed4776c046ea358151744e6d42688.jpg,GARBAGE,333.0,292.0,182.0,160.0\n",
-      "Line 659: 9.0,d2bed4776c046ea358151744e6d42688.jpg,CLUTTER_SIDEWALK,618.0,-141.0,467.0,210.0\n",
-      "Line 660: 9.0,d2bed4776c046ea358151744e6d42688.jpg,CLUTTER_SIDEWALK,1117.0,252.0,479.0,191.0\n",
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-      "Line 663: 3.0,425cae48797034bcb1efe1d16124906c.jpg,GARBAGE,432.0,257.0,286.0,158.0\n",
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-      "Line 684: 9.0,96974d7fa328ec6e54adf2938acb3dde.jpg,CLUTTER_SIDEWALK,1020.0,218.0,352.0,201.0\n",
-      "Line 685: 3.0,96974d7fa328ec6e54adf2938acb3dde.jpg,GARBAGE,528.0,431.0,361.0,300.0\n",
-      "Line 686: 3.0,96974d7fa328ec6e54adf2938acb3dde.jpg,GARBAGE,846.0,743.0,355.0,286.0\n",
-      "Line 687: 3.0,cf8d98610237f4e4cdc5ede490ec0fb3.jpg,GARBAGE,676.0,612.0,353.0,298.0\n",
-      "Line 688: 3.0,cf8d98610237f4e4cdc5ede490ec0fb3.jpg,GARBAGE,966.0,883.0,354.0,305.0\n",
-      "Line 689: 3.0,5eaab4d44509f94ce2d253a43532c8cd.jpg,GARBAGE,384.0,294.0,307.0,233.0\n",
-      "Line 690: 3.0,5eaab4d44509f94ce2d253a43532c8cd.jpg,GARBAGE,757.0,655.0,335.0,267.0\n",
-      "Line 691: 7.0,5eaab4d44509f94ce2d253a43532c8cd.jpg,BAD_BILLBOARD,975.0,801.0,227.0,140.0\n",
-      "Line 692: 7.0,b77d1f0728dad706abab56cedcc5bf96.jpg,BAD_BILLBOARD,809.0,687.0,187.0,117.0\n",
-      "Line 693: 2.0,2053ccdefe61c3bf36923aca3a042c26.jpg,POTHOLES,482.0,209.0,537.0,307.0\n",
-      "Line 694: 2.0,2053ccdefe61c3bf36923aca3a042c26.jpg,POTHOLES,704.0,530.0,498.0,266.0\n",
-      "Line 695: 3.0,2053ccdefe61c3bf36923aca3a042c26.jpg,GARBAGE,287.0,174.0,249.0,190.0\n",
-      "Line 696: 4.0,83d142b0d50c210abdbfef35a8024136.jpg,CONSTRUCTION_ROAD,651.0,295.0,336.0,154.0\n",
-      "Line 697: 4.0,83d142b0d50c210abdbfef35a8024136.jpg,CONSTRUCTION_ROAD,429.0,152.0,338.0,172.0\n",
-      "Line 698: 4.0,83d142b0d50c210abdbfef35a8024136.jpg,CONSTRUCTION_ROAD,325.0,-32.0,365.0,155.0\n",
-      "Line 699: 7.0,984553119690b144b79e28e552f97250.jpg,BAD_BILLBOARD,599.0,365.0,161.0,17.0\n",
-      "Line 700: 9.0,984553119690b144b79e28e552f97250.jpg,CLUTTER_SIDEWALK,1087.0,411.0,582.0,253.0\n",
-      "Line 701: 9.0,984553119690b144b79e28e552f97250.jpg,CLUTTER_SIDEWALK,719.0,-139.0,613.0,292.0\n",
-      "Line 702: 2.0,72e3a148529e67797eca3434bfb2a6b2.jpg,POTHOLES,209.0,96.0,329.0,231.0\n",
-      "Line 703: 2.0,72e3a148529e67797eca3434bfb2a6b2.jpg,POTHOLES,404.0,257.0,325.0,237.0\n",
-      "Line 704: 2.0,72e3a148529e67797eca3434bfb2a6b2.jpg,POTHOLES,946.0,869.0,371.0,303.0\n",
-      "Line 705: 8.0,fdfe7e0aaa83fc43791cc03e694a654a.jpg,SAND_ON_ROAD,598.0,-107.0,499.0,-52.0\n",
-      "Line 706: 8.0,fdfe7e0aaa83fc43791cc03e694a654a.jpg,SAND_ON_ROAD,1068.0,281.0,561.0,20.0\n",
-      "Line 707: 8.0,fdfe7e0aaa83fc43791cc03e694a654a.jpg,SAND_ON_ROAD,1014.0,534.0,246.0,53.0\n",
-      "Line 708: 3.0,adf2ac937bfaea379e597c2462fcf923.jpg,GARBAGE,841.0,705.0,237.0,121.0\n",
-      "Line 709: 2.0,79bfa53039763f59515f06530b5adb83.jpg,POTHOLES,879.0,523.0,411.0,258.0\n",
-      "Line 710: 2.0,79bfa53039763f59515f06530b5adb83.jpg,POTHOLES,447.0,91.0,418.0,292.0\n",
-      "Line 711: 2.0,79bfa53039763f59515f06530b5adb83.jpg,POTHOLES,196.0,-36.0,440.0,292.0\n",
-      "Line 712: 3.0,79bfa53039763f59515f06530b5adb83.jpg,GARBAGE,960.0,859.0,340.0,290.0\n",
-      "Line 713: 3.0,9e6d544236da5c38b2ce43deb3098dc8.jpg,GARBAGE,86.0,-14.0,360.0,245.0\n",
-      "Line 714: 3.0,2cac24a37733ee91318011eb09f04a2e.jpg,GARBAGE,87.0,-3.0,413.0,335.0\n",
-      "Line 715: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,980.0,881.0,238.0,145.0\n",
-      "Line 716: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,909.0,797.0,238.0,148.0\n",
-      "Line 717: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,839.0,723.0,241.0,148.0\n",
-      "Line 718: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,787.0,668.0,241.0,153.0\n",
-      "Line 719: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,725.0,596.0,304.0,198.0\n",
-      "Line 720: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,639.0,519.0,287.0,164.0\n",
-      "Line 721: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,568.0,454.0,281.0,167.0\n",
-      "Line 722: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,504.0,377.0,220.0,108.0\n",
-      "Line 723: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,555.0,470.0,221.0,142.0\n",
-      "Line 724: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,408.0,280.0,242.0,140.0\n",
-      "Line 725: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,271.0,177.0,219.0,147.0\n",
-      "Line 726: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,319.0,90.0,275.0,186.0\n",
-      "Line 727: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,176.0,53.0,245.0,147.0\n",
-      "Line 728: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,109.0,21.0,294.0,202.0\n",
-      "Line 729: 3.0,ca8d06e5b002d16fe904e4ed0bcc2ff7.jpg,GARBAGE,467.0,345.0,326.0,250.0\n",
-      "Line 730: 9.0,94bcf5c029649b0ebf59d18d2b2c47e6.jpg,CLUTTER_SIDEWALK,501.0,-75.0,472.0,200.0\n",
-      "Line 731: 9.0,94bcf5c029649b0ebf59d18d2b2c47e6.jpg,CLUTTER_SIDEWALK,1087.0,185.0,484.0,210.0\n",
-      "Line 732: 4.0,d10ade0240e3f045b43fb9246ea3c97a.jpg,CONSTRUCTION_ROAD,1095.0,545.0,383.0,120.0\n",
-      "Line 733: 4.0,d10ade0240e3f045b43fb9246ea3c97a.jpg,CONSTRUCTION_ROAD,716.0,520.0,310.0,160.0\n",
-      "Line 734: 4.0,d10ade0240e3f045b43fb9246ea3c97a.jpg,CONSTRUCTION_ROAD,599.0,419.0,272.0,177.0\n",
-      "Line 735: 4.0,d10ade0240e3f045b43fb9246ea3c97a.jpg,CONSTRUCTION_ROAD,507.0,394.0,254.0,178.0\n",
-      "Line 736: 3.0,b86abed6e82277061590ecbe7a7d2e4a.jpg,GARBAGE,289.0,136.0,266.0,184.0\n",
-      "Line 737: 3.0,b86abed6e82277061590ecbe7a7d2e4a.jpg,GARBAGE,122.0,-12.0,281.0,190.0\n",
-      "Line 738: 3.0,80d473c28337dce4200ef8a72662641c.jpg,GARBAGE,542.0,370.0,328.0,245.0\n",
-      "Line 739: 3.0,80d473c28337dce4200ef8a72662641c.jpg,GARBAGE,617.0,543.0,305.0,211.0\n",
-      "Line 740: 0.0,f9cc9d6852e5dba71a94b65654f1a801.jpg,GRAFFITI,50.0,-13.0,254.0,182.0\n",
-      "Line 741: 3.0,daf098683880a831aff0f39b8e3c716a.jpg,GARBAGE,188.0,-22.0,374.0,275.0\n",
-      "Line 742: 3.0,daf098683880a831aff0f39b8e3c716a.jpg,GARBAGE,300.0,181.0,349.0,291.0\n",
-      "Line 743: 3.0,daf098683880a831aff0f39b8e3c716a.jpg,GARBAGE,537.0,448.0,343.0,246.0\n",
-      "Line 744: 3.0,daf098683880a831aff0f39b8e3c716a.jpg,GARBAGE,749.0,626.0,305.0,234.0\n",
-      "Line 745: 3.0,daf098683880a831aff0f39b8e3c716a.jpg,GARBAGE,826.0,745.0,313.0,264.0\n",
-      "Line 746: 4.0,40936238732fd089dd4f0d1ad9cf43a3.jpg,CONSTRUCTION_ROAD,391.0,-7.0,336.0,149.0\n",
-      "Line 747: 4.0,40936238732fd089dd4f0d1ad9cf43a3.jpg,CONSTRUCTION_ROAD,593.0,295.0,336.0,139.0\n",
-      "Line 748: 4.0,40936238732fd089dd4f0d1ad9cf43a3.jpg,CONSTRUCTION_ROAD,568.0,280.0,247.0,109.0\n",
-      "Line 749: 4.0,40936238732fd089dd4f0d1ad9cf43a3.jpg,CONSTRUCTION_ROAD,338.0,-40.0,242.0,124.0\n",
-      "Line 750: 3.0,5d792bc7e793b15125b325e29628d564.jpg,GARBAGE,482.0,409.0,222.0,181.0\n",
-      "Line 751: 3.0,5d792bc7e793b15125b325e29628d564.jpg,GARBAGE,741.0,656.0,267.0,216.0\n",
-      "Line 752: 3.0,5d792bc7e793b15125b325e29628d564.jpg,GARBAGE,795.0,678.0,247.0,178.0\n",
-      "Line 753: 3.0,5d792bc7e793b15125b325e29628d564.jpg,GARBAGE,710.0,616.0,293.0,240.0\n",
-      "Line 754: 3.0,386f384cbbe31cf99bb9a86958839bc1.jpg,GARBAGE,271.0,205.0,288.0,233.0\n",
-      "Line 755: 1.0,386f384cbbe31cf99bb9a86958839bc1.jpg,FADED_SIGNAGE,362.0,298.0,206.0,142.0\n",
-      "Line 756: 4.0,386f384cbbe31cf99bb9a86958839bc1.jpg,CONSTRUCTION_ROAD,377.0,307.0,262.0,169.0\n",
-      "Line 757: 7.0,386f384cbbe31cf99bb9a86958839bc1.jpg,BAD_BILLBOARD,725.0,575.0,197.0,97.0\n",
-      "Line 758: 3.0,a2354d016537fc1f5dddee6ffe5e354d.jpg,GARBAGE,738.0,622.0,339.0,252.0\n",
-      "Line 759: 3.0,a2354d016537fc1f5dddee6ffe5e354d.jpg,GARBAGE,649.0,573.0,324.0,269.0\n",
-      "Line 760: 0.0,a2354d016537fc1f5dddee6ffe5e354d.jpg,GRAFFITI,786.0,687.0,265.0,190.0\n",
-      "Line 761: 0.0,a2354d016537fc1f5dddee6ffe5e354d.jpg,GRAFFITI,893.0,812.0,252.0,194.0\n",
-      "Line 762: 8.0,6f7f7a9a067c65f40417267f7fb2fcb1.jpg,SAND_ON_ROAD,888.0,746.0,256.0,181.0\n",
-      "Line 763: 3.0,6f7f7a9a067c65f40417267f7fb2fcb1.jpg,GARBAGE,830.0,756.0,245.0,180.0\n",
-      "Line 764: 3.0,6f7f7a9a067c65f40417267f7fb2fcb1.jpg,GARBAGE,783.0,697.0,258.0,175.0\n",
-      "Line 765: 4.0,02533dafc548f483ce858ce385dfba6b.jpg,CONSTRUCTION_ROAD,232.0,15.0,233.0,140.0\n",
-      "Line 766: 4.0,02533dafc548f483ce858ce385dfba6b.jpg,CONSTRUCTION_ROAD,426.0,218.0,200.0,151.0\n",
-      "Line 767: 4.0,02533dafc548f483ce858ce385dfba6b.jpg,CONSTRUCTION_ROAD,635.0,368.0,191.0,134.0\n",
-      "Line 768: 4.0,02533dafc548f483ce858ce385dfba6b.jpg,CONSTRUCTION_ROAD,766.0,545.0,199.0,107.0\n",
-      "Line 769: 4.0,02533dafc548f483ce858ce385dfba6b.jpg,CONSTRUCTION_ROAD,931.0,678.0,195.0,88.0\n",
-      "Line 770: 4.0,02533dafc548f483ce858ce385dfba6b.jpg,CONSTRUCTION_ROAD,939.0,683.0,297.0,143.0\n",
-      "Line 771: 4.0,02533dafc548f483ce858ce385dfba6b.jpg,CONSTRUCTION_ROAD,802.0,442.0,318.0,146.0\n",
-      "Line 772: 4.0,02533dafc548f483ce858ce385dfba6b.jpg,CONSTRUCTION_ROAD,583.0,302.0,323.0,144.0\n",
-      "Line 773: 4.0,02533dafc548f483ce858ce385dfba6b.jpg,CONSTRUCTION_ROAD,444.0,220.0,336.0,156.0\n",
-      "Line 774: 4.0,02533dafc548f483ce858ce385dfba6b.jpg,CONSTRUCTION_ROAD,374.0,-35.0,364.0,155.0\n",
-      "Line 775: 9.0,06455e095c2a8e70e4855171cd175c08.jpg,CLUTTER_SIDEWALK,572.0,-63.0,581.0,257.0\n",
-      "Line 776: 9.0,06455e095c2a8e70e4855171cd175c08.jpg,CLUTTER_SIDEWALK,1077.0,323.0,589.0,260.0\n",
-      "Line 777: 3.0,c7448295cb9d3cf4a09e6a246947c35f.jpg,GARBAGE,383.0,293.0,284.0,238.0\n",
-      "Line 778: 3.0,c7448295cb9d3cf4a09e6a246947c35f.jpg,GARBAGE,695.0,630.0,289.0,244.0\n",
-      "Line 779: 3.0,c7448295cb9d3cf4a09e6a246947c35f.jpg,GARBAGE,945.0,852.0,293.0,233.0\n",
-      "Line 780: 3.0,c7448295cb9d3cf4a09e6a246947c35f.jpg,GARBAGE,638.0,571.0,305.0,222.0\n",
-      "Line 781: 3.0,bed8a59454a058471a483110eab29c50.jpg,GARBAGE,761.0,689.0,250.0,186.0\n",
-      "Line 782: 3.0,bed8a59454a058471a483110eab29c50.jpg,GARBAGE,617.0,547.0,310.0,245.0\n",
-      "Line 783: 3.0,bed8a59454a058471a483110eab29c50.jpg,GARBAGE,299.0,243.0,323.0,256.0\n",
-      "Line 784: 3.0,450da93d79ed4243790d3c45b60df37a.jpg,GARBAGE,158.0,-16.0,239.0,125.0\n",
-      "Line 785: 3.0,450da93d79ed4243790d3c45b60df37a.jpg,GARBAGE,228.0,106.0,239.0,120.0\n",
-      "Line 786: 3.0,450da93d79ed4243790d3c45b60df37a.jpg,GARBAGE,718.0,642.0,315.0,257.0\n",
-      "Line 787: 2.0,0ab67254ad39838a049e8b1167137145.jpg,POTHOLES,450.0,395.0,401.0,235.0\n",
-      "Line 788: 2.0,0ab67254ad39838a049e8b1167137145.jpg,POTHOLES,247.0,157.0,349.0,271.0\n",
-      "Line 789: 2.0,0ab67254ad39838a049e8b1167137145.jpg,POTHOLES,333.0,240.0,307.0,254.0\n",
-      "Line 790: 2.0,0ab67254ad39838a049e8b1167137145.jpg,POTHOLES,149.0,65.0,381.0,311.0\n",
-      "Line 791: 3.0,45fa2eb560ac8aa6c827c1dfd4eb8bef.jpg,GARBAGE,762.0,592.0,276.0,199.0\n",
-      "Line 792: 7.0,f293a5503d57f6f6f2afbcfc62a62db6.jpg,BAD_BILLBOARD,533.0,464.0,162.0,118.0\n",
-      "Line 793: 2.0,a785ae87f91164814eb0f5f045fe32c7.jpg,POTHOLES,875.0,695.0,394.0,300.0\n",
-      "Line 794: 2.0,a785ae87f91164814eb0f5f045fe32c7.jpg,POTHOLES,936.0,783.0,342.0,238.0\n",
-      "Line 795: 0.0,00f079ed418b1cb2cfb5aa2d11dfea03.jpg,GRAFFITI,125.0,68.0,185.0,129.0\n",
-      "Line 796: 2.0,8d001ca09fd77d12a336b8b90453f56d.jpg,POTHOLES,678.0,500.0,402.0,263.0\n",
-      "Line 797: 2.0,8d001ca09fd77d12a336b8b90453f56d.jpg,POTHOLES,824.0,614.0,481.0,288.0\n",
-      "Line 798: 3.0,5e5e4e225fa5a1dba5061c0dc488cb9e.jpg,GARBAGE,781.0,697.0,468.0,405.0\n",
-      "Line 799: 9.0,e8ba12849708d6f069f6714b8e1e8023.jpg,CLUTTER_SIDEWALK,290.0,-71.0,348.0,188.0\n",
-      "Line 800: 7.0,4c710b3a1060ed2712ad58df8b7822b7.jpg,BAD_BILLBOARD,245.0,97.0,170.0,92.0\n",
-      "Line 801: 7.0,4c710b3a1060ed2712ad58df8b7822b7.jpg,BAD_BILLBOARD,159.0,23.0,142.0,81.0\n",
-      "Line 802: 9.0,b8a2d7f45395986273131686a4f30f77.jpg,CLUTTER_SIDEWALK,538.0,202.0,273.0,155.0\n",
-      "Line 803: 9.0,b8a2d7f45395986273131686a4f30f77.jpg,CLUTTER_SIDEWALK,827.0,421.0,272.0,147.0\n",
-      "Line 804: 3.0,b8a2d7f45395986273131686a4f30f77.jpg,GARBAGE,441.0,371.0,241.0,180.0\n",
-      "Line 805: 2.0,1a794dff10b7a567a31964416caf7fe5.jpg,POTHOLES,316.0,40.0,398.0,269.0\n",
-      "Line 806: 2.0,1a794dff10b7a567a31964416caf7fe5.jpg,POTHOLES,554.0,202.0,409.0,291.0\n",
-      "Line 807: 2.0,1a794dff10b7a567a31964416caf7fe5.jpg,POTHOLES,841.0,394.0,437.0,275.0\n",
-      "Line 808: 2.0,1a794dff10b7a567a31964416caf7fe5.jpg,POTHOLES,733.0,568.0,561.0,352.0\n",
-      "Line 809: 2.0,1a794dff10b7a567a31964416caf7fe5.jpg,POTHOLES,987.0,666.0,399.0,275.0\n",
-      "Line 810: 0.0,1a794dff10b7a567a31964416caf7fe5.jpg,GRAFFITI,561.0,387.0,183.0,3.0\n",
-      "Line 811: 0.0,1a794dff10b7a567a31964416caf7fe5.jpg,GRAFFITI,656.0,468.0,142.0,6.0\n",
-      "Line 812: 9.0,4fbbb00f7391d60c2d8d2cf9131ddce5.jpg,CLUTTER_SIDEWALK,407.0,-94.0,341.0,166.0\n",
-      "Line 813: 9.0,4fbbb00f7391d60c2d8d2cf9131ddce5.jpg,CLUTTER_SIDEWALK,819.0,222.0,328.0,185.0\n",
-      "Line 814: 3.0,80b29d9e7d790830aeed3091be5d5992.jpg,GARBAGE,995.0,621.0,496.0,303.0\n",
-      "Line 815: 3.0,80b29d9e7d790830aeed3091be5d5992.jpg,GARBAGE,978.0,845.0,560.0,449.0\n",
-      "Line 816: 3.0,80b29d9e7d790830aeed3091be5d5992.jpg,GARBAGE,833.0,571.0,556.0,419.0\n",
-      "Line 817: 3.0,80b29d9e7d790830aeed3091be5d5992.jpg,GARBAGE,513.0,397.0,393.0,302.0\n",
-      "Line 818: 7.0,faa0ac1711aa9885a782230fea5f0287.jpg,BAD_BILLBOARD,737.0,665.0,159.0,118.0\n",
-      "Line 819: 7.0,faa0ac1711aa9885a782230fea5f0287.jpg,BAD_BILLBOARD,714.0,629.0,164.0,118.0\n",
-      "Line 820: 7.0,faa0ac1711aa9885a782230fea5f0287.jpg,BAD_BILLBOARD,668.0,609.0,163.0,126.0\n",
-      "Line 821: 4.0,09a77c30ecbb3c27a3d5c739cf6d9256.jpg,CONSTRUCTION_ROAD,536.0,392.0,239.0,166.0\n",
-      "Line 822: 4.0,09a77c30ecbb3c27a3d5c739cf6d9256.jpg,CONSTRUCTION_ROAD,401.0,166.0,288.0,129.0\n",
-      "Line 823: 4.0,09a77c30ecbb3c27a3d5c739cf6d9256.jpg,CONSTRUCTION_ROAD,230.0,11.0,313.0,94.0\n",
-      "Line 824: 7.0,09a77c30ecbb3c27a3d5c739cf6d9256.jpg,BAD_BILLBOARD,730.0,612.0,216.0,121.0\n",
-      "Line 825: 7.0,09a77c30ecbb3c27a3d5c739cf6d9256.jpg,BAD_BILLBOARD,635.0,527.0,210.0,138.0\n",
-      "Line 826: 3.0,5121c3e84093d505e09152697e816512.jpg,GARBAGE,562.0,450.0,317.0,254.0\n",
-      "Line 827: 9.0,e3f24cd8f5eed952a77c3fb88b7600bd.jpg,CLUTTER_SIDEWALK,333.0,179.0,264.0,184.0\n",
-      "Line 828: 9.0,e3f24cd8f5eed952a77c3fb88b7600bd.jpg,CLUTTER_SIDEWALK,212.0,13.0,284.0,203.0\n",
-      "Line 829: 3.0,e3f24cd8f5eed952a77c3fb88b7600bd.jpg,GARBAGE,786.0,714.0,280.0,213.0\n",
-      "Line 830: 4.0,e1f7944c715d54abcda8a414b01301fa.jpg,CONSTRUCTION_ROAD,355.0,162.0,256.0,144.0\n",
-      "Line 831: 4.0,e1f7944c715d54abcda8a414b01301fa.jpg,CONSTRUCTION_ROAD,256.0,-29.0,290.0,121.0\n",
-      "Line 832: 7.0,88f37a7d70ab9bc906c4464f5f9d1a3f.jpg,BAD_BILLBOARD,812.0,667.0,218.0,134.0\n",
-      "Line 833: 3.0,fed5e6d093f3ca16365be04571bfbebc.jpg,GARBAGE,263.0,214.0,234.0,203.0\n",
-      "Line 834: 3.0,fed5e6d093f3ca16365be04571bfbebc.jpg,GARBAGE,929.0,810.0,362.0,277.0\n",
-      "Line 835: 9.0,e54b8eaaa0794cb6c78904ec8e4d1fba.jpg,CLUTTER_SIDEWALK,876.0,345.0,400.0,269.0\n",
-      "Line 836: 9.0,e54b8eaaa0794cb6c78904ec8e4d1fba.jpg,CLUTTER_SIDEWALK,408.0,91.0,388.0,273.0\n",
-      "Line 837: 3.0,dd40e7d4681fbda17184919f5e79a05a.jpg,GARBAGE,725.0,502.0,271.0,82.0\n",
-      "Line 838: 3.0,dd40e7d4681fbda17184919f5e79a05a.jpg,GARBAGE,585.0,490.0,239.0,139.0\n",
-      "Line 839: 3.0,dd40e7d4681fbda17184919f5e79a05a.jpg,GARBAGE,457.0,364.0,250.0,145.0\n",
-      "Line 840: 3.0,dd40e7d4681fbda17184919f5e79a05a.jpg,GARBAGE,526.0,411.0,244.0,146.0\n",
-      "Line 841: 2.0,7eea5f7db1dafdffe3e4f32f8b8b4eb3.jpg,POTHOLES,287.0,-47.0,531.0,199.0\n",
-      "Line 842: 2.0,7eea5f7db1dafdffe3e4f32f8b8b4eb3.jpg,POTHOLES,413.0,32.0,555.0,303.0\n",
-      "Line 843: 3.0,bda5447b4ec7bcafa823e22f7187cc8d.jpg,GARBAGE,823.0,728.0,340.0,245.0\n",
-      "Line 844: 3.0,bda5447b4ec7bcafa823e22f7187cc8d.jpg,GARBAGE,762.0,641.0,358.0,262.0\n",
-      "Line 845: 8.0,bda5447b4ec7bcafa823e22f7187cc8d.jpg,SAND_ON_ROAD,821.0,682.0,329.0,216.0\n",
-      "Line 846: 3.0,bda5447b4ec7bcafa823e22f7187cc8d.jpg,GARBAGE,963.0,901.0,449.0,391.0\n",
-      "Line 847: 3.0,390a3ebebeb27d28832b2561665ddda5.jpg,GARBAGE,962.0,919.0,329.0,287.0\n",
-      "Line 848: 3.0,390a3ebebeb27d28832b2561665ddda5.jpg,GARBAGE,918.0,844.0,441.0,360.0\n",
-      "Line 849: 3.0,390a3ebebeb27d28832b2561665ddda5.jpg,GARBAGE,443.0,358.0,270.0,194.0\n",
-      "Line 850: 2.0,4a389589cc4c310ab375cf907981e97e.jpg,POTHOLES,290.0,42.0,383.0,238.0\n",
-      "Line 851: 10.0,c29a5d9a9ff70e8b6678f167dbe8a6fd.jpg,UNKEPT_FACADE,1048.0,605.0,248.0,76.0\n",
-      "Line 852: 3.0,c29a5d9a9ff70e8b6678f167dbe8a6fd.jpg,GARBAGE,200.0,79.0,289.0,234.0\n",
-      "Line 853: 3.0,c29a5d9a9ff70e8b6678f167dbe8a6fd.jpg,GARBAGE,454.0,374.0,291.0,235.0\n",
-      "Line 854: 3.0,c29a5d9a9ff70e8b6678f167dbe8a6fd.jpg,GARBAGE,704.0,641.0,294.0,233.0\n",
-      "Line 855: 3.0,c29a5d9a9ff70e8b6678f167dbe8a6fd.jpg,GARBAGE,589.0,512.0,293.0,239.0\n",
-      "Line 856: 3.0,3a3b0c3fa6099c09c1e366ed540541d0.jpg,GARBAGE,986.0,814.0,248.0,118.0\n",
-      "Line 857: 3.0,85979b78ef04feba38412c2e4c9505ac.jpg,GARBAGE,862.0,746.0,311.0,219.0\n",
-      "Line 858: 2.0,85979b78ef04feba38412c2e4c9505ac.jpg,POTHOLES,334.0,130.0,406.0,294.0\n",
-      "Line 859: 2.0,85979b78ef04feba38412c2e4c9505ac.jpg,POTHOLES,237.0,-58.0,490.0,336.0\n",
-      "Line 860: 2.0,85979b78ef04feba38412c2e4c9505ac.jpg,POTHOLES,418.0,259.0,580.0,382.0\n",
-      "Line 861: 3.0,1d22245e7f374ba73c5c76a2667dd5c9.jpg,GARBAGE,330.0,233.0,230.0,164.0\n",
-      "Line 862: 3.0,1d22245e7f374ba73c5c76a2667dd5c9.jpg,GARBAGE,484.0,376.0,275.0,218.0\n",
-      "Line 863: 3.0,1d22245e7f374ba73c5c76a2667dd5c9.jpg,GARBAGE,808.0,732.0,256.0,211.0\n",
-      "Line 864: 3.0,1d22245e7f374ba73c5c76a2667dd5c9.jpg,GARBAGE,675.0,597.0,318.0,246.0\n",
-      "Line 865: 3.0,1d22245e7f374ba73c5c76a2667dd5c9.jpg,GARBAGE,224.0,180.0,236.0,190.0\n",
-      "Line 866: 9.0,163c888c4950d3097b185bcc73f77bfc.jpg,CLUTTER_SIDEWALK,396.0,225.0,223.0,134.0\n",
-      "Line 867: 9.0,163c888c4950d3097b185bcc73f77bfc.jpg,CLUTTER_SIDEWALK,321.0,77.0,257.0,155.0\n",
-      "Line 868: 9.0,163c888c4950d3097b185bcc73f77bfc.jpg,CLUTTER_SIDEWALK,169.0,-16.0,282.0,181.0\n",
-      "Line 869: 3.0,163c888c4950d3097b185bcc73f77bfc.jpg,GARBAGE,719.0,629.0,196.0,144.0\n",
-      "Line 870: 4.0,279913ca5b8ddecd4823e396c0f26cd6.jpg,CONSTRUCTION_ROAD,370.0,254.0,223.0,137.0\n",
-      "Line 871: 4.0,279913ca5b8ddecd4823e396c0f26cd6.jpg,CONSTRUCTION_ROAD,224.0,-40.0,276.0,61.0\n",
-      "Line 872: 4.0,e0f87f2e41f32ee9617f2da9f70c8aed.jpg,CONSTRUCTION_ROAD,445.0,298.0,244.0,141.0\n",
-      "Line 873: 4.0,e0f87f2e41f32ee9617f2da9f70c8aed.jpg,CONSTRUCTION_ROAD,360.0,172.0,268.0,108.0\n",
-      "Line 874: 4.0,e0f87f2e41f32ee9617f2da9f70c8aed.jpg,CONSTRUCTION_ROAD,289.0,-51.0,303.0,66.0\n",
-      "Line 875: 4.0,688a2681739d84a0cd4a8f5df9619cd4.jpg,CONSTRUCTION_ROAD,624.0,512.0,243.0,193.0\n",
-      "Line 876: 4.0,688a2681739d84a0cd4a8f5df9619cd4.jpg,CONSTRUCTION_ROAD,496.0,379.0,238.0,191.0\n",
-      "Line 877: 2.0,e52344862e35823df0496e549227f755.jpg,POTHOLES,548.0,452.0,242.0,150.0\n",
-      "Line 878: 3.0,091c16cfb96f3766ae9ac32f80e5e8b1.jpg,GARBAGE,292.0,166.0,369.0,311.0\n",
-      "Line 879: 9.0,091c16cfb96f3766ae9ac32f80e5e8b1.jpg,CLUTTER_SIDEWALK,407.0,-52.0,375.0,302.0\n",
-      "Line 880: 3.0,091c16cfb96f3766ae9ac32f80e5e8b1.jpg,GARBAGE,285.0,248.0,300.0,249.0\n",
-      "Line 881: 3.0,5467eaea5cf834c9fc82a3b7ff7ab88d.jpg,GARBAGE,505.0,444.0,369.0,320.0\n",
-      "Line 882: 3.0,501c80048d194e591ecfedb8dc8c62db.jpg,GARBAGE,1017.0,784.0,357.0,230.0\n",
-      "Line 883: 3.0,501c80048d194e591ecfedb8dc8c62db.jpg,GARBAGE,808.0,667.0,406.0,306.0\n",
-      "Line 884: 3.0,501c80048d194e591ecfedb8dc8c62db.jpg,GARBAGE,647.0,539.0,400.0,319.0\n",
-      "Line 885: 3.0,361db93676a8290cf1106283be08dbde.jpg,GARBAGE,191.0,44.0,364.0,288.0\n",
-      "Line 886: 3.0,361db93676a8290cf1106283be08dbde.jpg,GARBAGE,267.0,219.0,215.0,180.0\n",
-      "Line 887: 2.0,b611c4b23a541c47fc34dc96af01938c.jpg,POTHOLES,587.0,485.0,301.0,222.0\n",
-      "Line 888: 2.0,b611c4b23a541c47fc34dc96af01938c.jpg,POTHOLES,714.0,584.0,286.0,207.0\n",
-      "Line 889: 2.0,b611c4b23a541c47fc34dc96af01938c.jpg,POTHOLES,701.0,523.0,410.0,288.0\n",
-      "Line 890: 7.0,e38d7ca9b2fde38f9f161dbb23621cdd.jpg,BAD_BILLBOARD,842.0,422.0,181.0,82.0\n",
-      "Line 891: 3.0,e38d7ca9b2fde38f9f161dbb23621cdd.jpg,GARBAGE,384.0,317.0,220.0,176.0\n",
-      "Line 892: 4.0,93d3c307bbf56d6c01d819ebf7dcc0a1.jpg,CONSTRUCTION_ROAD,290.0,202.0,235.0,174.0\n",
-      "Line 893: 4.0,93d3c307bbf56d6c01d819ebf7dcc0a1.jpg,CONSTRUCTION_ROAD,231.0,144.0,238.0,185.0\n",
-      "Line 894: 4.0,93d3c307bbf56d6c01d819ebf7dcc0a1.jpg,CONSTRUCTION_ROAD,190.0,82.0,234.0,177.0\n",
-      "Line 895: 3.0,e4735d12c9a54896e88f2d930e58e297.jpg,GARBAGE,308.0,200.0,275.0,195.0\n",
-      "Line 896: 3.0,e1163dedc48ba352eae7e0761060539e.jpg,GARBAGE,99.0,-22.0,373.0,283.0\n",
-      "Line 897: 7.0,e1163dedc48ba352eae7e0761060539e.jpg,BAD_BILLBOARD,622.0,465.0,37.0,-6.0\n",
-      "Line 898: 7.0,e1163dedc48ba352eae7e0761060539e.jpg,BAD_BILLBOARD,223.0,26.0,133.0,32.0\n",
-      "Line 899: 3.0,c65e07905f7cb7211949663557afed5f.jpg,GARBAGE,205.0,127.0,210.0,158.0\n",
-      "Line 900: 3.0,7d04fdfe85564d86120c8ffe81cd9864.jpg,GARBAGE,517.0,394.0,265.0,189.0\n",
-      "Line 901: 3.0,7d04fdfe85564d86120c8ffe81cd9864.jpg,GARBAGE,975.0,890.0,267.0,209.0\n",
-      "Line 902: 3.0,7d04fdfe85564d86120c8ffe81cd9864.jpg,GARBAGE,875.0,787.0,294.0,232.0\n",
-      "Line 903: 3.0,7d04fdfe85564d86120c8ffe81cd9864.jpg,GARBAGE,159.0,98.0,235.0,194.0\n",
-      "Line 904: 4.0,93fabe467aeecd1ad55ebfc0556c52dc.jpg,CONSTRUCTION_ROAD,682.0,480.0,304.0,140.0\n",
-      "Line 905: 4.0,93fabe467aeecd1ad55ebfc0556c52dc.jpg,CONSTRUCTION_ROAD,1033.0,517.0,408.0,126.0\n",
-      "Line 906: 3.0,93fabe467aeecd1ad55ebfc0556c52dc.jpg,GARBAGE,359.0,270.0,262.0,217.0\n",
-      "Line 907: 3.0,93fabe467aeecd1ad55ebfc0556c52dc.jpg,GARBAGE,257.0,156.0,268.0,221.0\n",
-      "Line 908: 4.0,e28423a3c925c9b5f0eb6e5299a323db.jpg,CONSTRUCTION_ROAD,665.0,-131.0,406.0,102.0\n",
-      "Line 909: 4.0,e28423a3c925c9b5f0eb6e5299a323db.jpg,CONSTRUCTION_ROAD,1105.0,260.0,454.0,4.0\n",
-      "Line 910: 3.0,e156b51176b139487eb1a5ec9d48f845.jpg,GARBAGE,923.0,855.0,390.0,336.0\n",
-      "Line 911: 3.0,e156b51176b139487eb1a5ec9d48f845.jpg,GARBAGE,106.0,-24.0,306.0,212.0\n",
-      "Line 912: 4.0,65b259612090ddf276731738ce3c27bd.jpg,CONSTRUCTION_ROAD,1077.0,21.0,527.0,88.0\n",
-      "Line 913: 3.0,65b259612090ddf276731738ce3c27bd.jpg,GARBAGE,774.0,693.0,316.0,263.0\n",
-      "Line 914: 3.0,65b259612090ddf276731738ce3c27bd.jpg,GARBAGE,696.0,584.0,410.0,331.0\n",
-      "Line 915: 3.0,65b259612090ddf276731738ce3c27bd.jpg,GARBAGE,621.0,518.0,383.0,311.0\n",
-      "Line 916: 2.0,2c2a2de6f7592584018cd92bf68f4dba.jpg,POTHOLES,563.0,282.0,510.0,353.0\n",
-      "Line 917: 2.0,2c2a2de6f7592584018cd92bf68f4dba.jpg,POTHOLES,1003.0,508.0,549.0,316.0\n",
-      "Line 918: 9.0,2c57ec74a93f0a9943884138cdc370ab.jpg,CLUTTER_SIDEWALK,412.0,-95.0,397.0,230.0\n",
-      "Line 919: 9.0,2c57ec74a93f0a9943884138cdc370ab.jpg,CLUTTER_SIDEWALK,747.0,225.0,399.0,230.0\n",
-      "Line 920: 9.0,2c57ec74a93f0a9943884138cdc370ab.jpg,CLUTTER_SIDEWALK,978.0,657.0,399.0,224.0\n",
-      "Line 921: 3.0,687064c8c1d53766ae410ff724d2cb5c.jpg,GARBAGE,416.0,89.0,280.0,109.0\n",
-      "Line 922: 3.0,687064c8c1d53766ae410ff724d2cb5c.jpg,GARBAGE,1024.0,576.0,508.0,139.0\n",
-      "Line 923: 8.0,687064c8c1d53766ae410ff724d2cb5c.jpg,SAND_ON_ROAD,832.0,-61.0,605.0,172.0\n",
-      "Line 924: 7.0,18ba9770a006642434ad506919b44f1e.jpg,BAD_BILLBOARD,942.0,813.0,179.0,127.0\n",
-      "Line 925: 7.0,18ba9770a006642434ad506919b44f1e.jpg,BAD_BILLBOARD,923.0,853.0,149.0,106.0\n",
-      "Line 926: 3.0,ac38e79571543d3500e73b874014e14c.jpg,GARBAGE,149.0,55.0,261.0,192.0\n",
-      "Line 927: 3.0,ac38e79571543d3500e73b874014e14c.jpg,GARBAGE,262.0,184.0,266.0,217.0\n",
-      "Line 928: 0.0,ac38e79571543d3500e73b874014e14c.jpg,GRAFFITI,677.0,552.0,247.0,178.0\n",
-      "Line 929: 3.0,17288e17169fbc1c8ca857e305b6a878.jpg,GARBAGE,169.0,123.0,382.0,335.0\n",
-      "Line 930: 3.0,17288e17169fbc1c8ca857e305b6a878.jpg,GARBAGE,105.0,51.0,398.0,340.0\n",
-      "Line 931: 3.0,e2a3169861c799d2d2be463a1b2eb804.jpg,GARBAGE,700.0,581.0,418.0,313.0\n",
-      "Line 932: 4.0,e2a3169861c799d2d2be463a1b2eb804.jpg,CONSTRUCTION_ROAD,1014.0,580.0,507.0,88.0\n",
-      "Line 933: 4.0,e2a3169861c799d2d2be463a1b2eb804.jpg,CONSTRUCTION_ROAD,824.0,-89.0,532.0,111.0\n",
-      "Line 934: 7.0,3b06a1d9445c07e9245ee61a7f85d36e.jpg,BAD_BILLBOARD,862.0,582.0,64.0,-17.0\n",
-      "Line 935: 2.0,27c89662204c302292e55f82a4625e99.jpg,POTHOLES,703.0,518.0,425.0,321.0\n",
-      "Line 936: 2.0,27c89662204c302292e55f82a4625e99.jpg,POTHOLES,873.0,726.0,407.0,316.0\n",
-      "Line 937: 2.0,8d328fcc2002cfab021c0d98d24bd6d8.jpg,POTHOLES,409.0,250.0,307.0,179.0\n",
-      "Line 938: 2.0,8d328fcc2002cfab021c0d98d24bd6d8.jpg,POTHOLES,945.0,770.0,275.0,188.0\n",
-      "Line 939: 3.0,d18e0183d76ae92cf540f1a485f49470.jpg,GARBAGE,89.0,5.0,226.0,162.0\n",
-      "Line 940: 4.0,f9699dbcf2630fd8b170da4be868e450.jpg,CONSTRUCTION_ROAD,532.0,296.0,205.0,95.0\n",
-      "Line 941: 4.0,f9699dbcf2630fd8b170da4be868e450.jpg,CONSTRUCTION_ROAD,847.0,441.0,198.0,98.0\n",
-      "Line 942: 4.0,f9699dbcf2630fd8b170da4be868e450.jpg,CONSTRUCTION_ROAD,927.0,610.0,322.0,151.0\n",
-      "Line 943: 4.0,f9699dbcf2630fd8b170da4be868e450.jpg,CONSTRUCTION_ROAD,766.0,367.0,330.0,145.0\n",
-      "Line 944: 4.0,f9699dbcf2630fd8b170da4be868e450.jpg,CONSTRUCTION_ROAD,545.0,115.0,347.0,133.0\n",
-      "Line 945: 2.0,4cab0708f5a2e93d288e68e19de121b7.jpg,POTHOLES,728.0,370.0,529.0,350.0\n",
-      "Line 946: 2.0,4cab0708f5a2e93d288e68e19de121b7.jpg,POTHOLES,330.0,49.0,561.0,408.0\n",
-      "Line 947: 3.0,ee7de065e7822f18a4bfd6c0c9064b32.jpg,GARBAGE,711.0,600.0,238.0,174.0\n",
-      "Line 948: 4.0,533190ebaa687b79f6d57ff673dd4cd5.jpg,CONSTRUCTION_ROAD,578.0,489.0,226.0,173.0\n",
-      "Line 949: 4.0,533190ebaa687b79f6d57ff673dd4cd5.jpg,CONSTRUCTION_ROAD,671.0,525.0,259.0,178.0\n",
-      "Line 950: 4.0,533190ebaa687b79f6d57ff673dd4cd5.jpg,CONSTRUCTION_ROAD,832.0,592.0,317.0,154.0\n",
-      "Line 951: 4.0,533190ebaa687b79f6d57ff673dd4cd5.jpg,CONSTRUCTION_ROAD,1016.0,702.0,355.0,155.0\n",
-      "Line 952: 4.0,533190ebaa687b79f6d57ff673dd4cd5.jpg,CONSTRUCTION_ROAD,411.0,273.0,243.0,151.0\n",
-      "Line 953: 4.0,533190ebaa687b79f6d57ff673dd4cd5.jpg,CONSTRUCTION_ROAD,352.0,171.0,244.0,161.0\n",
-      "Line 954: 4.0,533190ebaa687b79f6d57ff673dd4cd5.jpg,CONSTRUCTION_ROAD,248.0,58.0,269.0,134.0\n",
-      "Line 955: 4.0,533190ebaa687b79f6d57ff673dd4cd5.jpg,CONSTRUCTION_ROAD,164.0,-46.0,305.0,109.0\n",
-      "Line 956: 2.0,33e9840a4fdc78f10ef92fe955079e3f.jpg,POTHOLES,622.0,319.0,556.0,386.0\n"
-     ]
-    }
-   ],
-   "source": [
-    "import cv2\n",
-    "\n",
-    "def plot_one_box(x, img, color=None, label=None, line_thickness=None, Inverted=False):\n",
-    "    # Plots one bounding box on image img\n",
-    "    tl = line_thickness or 2 \n",
-    "    # line thickness\n",
-    "    c1, c2 = (int(x[0]), int(x[1])), (int(x[2]), int(x[3]))\n",
-    "    cv2.rectangle(img, c1, c2, color, thickness=tl)\n",
-    "    if label:\n",
-    "        tf = tl \n",
-    "        # font thickness\n",
-    "        t_size = cv2.getTextSize(label, 0, fontScale=tl / 2, thickness=tf)[0]\n",
-    "        if Inverted == True:\n",
-    "            c1 = c2\n",
-    "            c2 = c1[0] + t_size[0], c1[1] - t_size[1] - 3\n",
-    "        else:\n",
-    "            c2 = c1[0] + t_size[0], c1[1] - t_size[1] - 3\n",
-    "        cv2.rectangle(img, c1, c2, color, -1) \n",
-    "            # filled\n",
-    "        cv2.putText(img,label,(c1[0], c1[1] - 2),0,tl / 2,[225, 255, 255],thickness=tf,lineType=cv2.LINE_AA,)\n",
-    "\n",
-    "# Using readlines()\n",
-    "file1 = open('train.csv', 'r')\n",
-    "Lines = file1.readlines()\n",
-    "\n",
-    "count = 0\n",
-    "# Strips the newline character\n",
-    "for line in Lines:\n",
-    "    if count == 0:\n",
-    "        count += 1\n",
-    "        continue\n",
-    "\n",
-    "    file_id_path = line.split(',')[1]\n",
-    "    # open image in cv2\n",
-    "    img = cv2.imread(\"images/\" + file_id_path)\n",
-    "    h, w, c = img.shape\n",
-    "    cat = line.split(',')[0]\n",
-    "\n",
-    "    xmax = int(float(line.split(',')[3])) * 2\n",
-    "    xmin = int(float(line.split(',')[4])) * 2\n",
-    "    ymax = int(float(line.split(',')[5])) * 2\n",
-    "    ymin = int(float(line.split(',')[6])) * 2\n",
-    "    xcen = float((xmin+xmax)) / 2 / w\n",
-    "    ycen = float((ymin+ymax)) / 2 / h\n",
-    "    w = float((xmax - xmin)) / w\n",
-    "    h = float((ymax - ymin)) / h\n",
-    "    \n",
-    "    lines = [str(cat), str(xcen), str(ycen), str(w),str(h)]\n",
-    "    label = file_id_path.split('.')[0]\n",
-    "    #with open(f'labels/{label}.txt', 'a') as f:\n",
-    "    #    f.write(' '.join(lines))\n",
-    "    #    f.write('\\n')\n",
-    "    \n",
-    "    xmax = 1920*xcen + 960*w\n",
-    "    ymax = 1080*ycen + 540*w\n",
-    "    xmin = xmax - 1920*w \n",
-    "    ymin = ymax - 1080*w\n",
-    "    \n",
-    "     \n",
-    "    \n",
-    "    \n",
-    "    # plot the box\n",
-    "    plot_one_box([xmin, ymin, xmax, ymax], img, color=(0, 255, 0), label=cat, line_thickness=2)\n",
-    "\n",
-    "    # save the image# you might need to create the folder \"drawn\" first!\n",
-    "    cv2.imwrite(\"drawn/\" + file_id_path, img)\n",
-    "    print(\"Line {}: {}\".format(count, line.strip()))\n",
-    "    count += 1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "bc059344",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import os\n",
-    "import random\n",
-    "import shutil\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 69,
-   "id": "a674366a",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 70,
-   "id": "ed48c11f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "\n",
-    "    "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "c94aa8a3",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "8052db24",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "2092"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "file1 = open('test.csv', 'r')\n",
-    "Lines = file1.readlines()\n",
-    "Lines = Lines[1:]\n",
-    "len(Lines)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "757caa39",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "for image in Lines:\n",
-    "    print(image[:-1])\n",
-    "    shutil.copy(f'images/{image[:-1]}', f'test/images/{image[:-1]}')\n",
-    "    os.remove(f\"images/{image[:-1]}\")\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "b01bdab6",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "files = [f for f in os.listdir('labels') if f.endswith('.txt')]\n",
-    "files"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "c6a62b9b",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "for i in range(700):\n",
-    "    file = random.choice(files)\n",
-    "\n",
-    "    shutil.copy(f'labels/{file}', f'valid/labels/{file}')\n",
-    "    shutil.copy(f'images/{file[:-4]}.jpg', f'valid/images/{file[:-4]}.jpg')\n",
-    "    os.remove(f\"labels/{file}\")\n",
-    "    os.remove(f\"images/{file[:-4]}.jpg\")\n",
-    "    files.remove(file)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "1d262b80",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pandas as pd\n",
-    "df = pd.read_csv('train.csv')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "ff785973",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>class</th>\n",
-       "      <th>image_path</th>\n",
-       "      <th>name</th>\n",
-       "      <th>xmax</th>\n",
-       "      <th>xmin</th>\n",
-       "      <th>ymax</th>\n",
-       "      <th>ymin</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>3.0</td>\n",
-       "      <td>4a48c42c9579ec0399e6c5a3e825e765.jpg</td>\n",
-       "      <td>GARBAGE</td>\n",
-       "      <td>797.0</td>\n",
-       "      <td>701.0</td>\n",
-       "      <td>262.0</td>\n",
-       "      <td>211.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>3.0</td>\n",
-       "      <td>4a48c42c9579ec0399e6c5a3e825e765.jpg</td>\n",
-       "      <td>GARBAGE</td>\n",
-       "      <td>932.0</td>\n",
-       "      <td>786.0</td>\n",
-       "      <td>329.0</td>\n",
-       "      <td>238.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>3.0</td>\n",
-       "      <td>4a48c42c9579ec0399e6c5a3e825e765.jpg</td>\n",
-       "      <td>GARBAGE</td>\n",
-       "      <td>736.0</td>\n",
-       "      <td>657.0</td>\n",
-       "      <td>275.0</td>\n",
-       "      <td>229.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>7.0</td>\n",
-       "      <td>ea906a663da6321bcef78be4b7d1afff.jpg</td>\n",
-       "      <td>BAD_BILLBOARD</td>\n",
-       "      <td>986.0</td>\n",
-       "      <td>786.0</td>\n",
-       "      <td>136.0</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>8.0</td>\n",
-       "      <td>1c7d48005a12d1b19261b8e71df7cafe.jpg</td>\n",
-       "      <td>SAND_ON_ROAD</td>\n",
-       "      <td>667.0</td>\n",
-       "      <td>549.0</td>\n",
-       "      <td>228.0</td>\n",
-       "      <td>179.0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "   class                            image_path           name   xmax   xmin  \\\n",
-       "0    3.0  4a48c42c9579ec0399e6c5a3e825e765.jpg        GARBAGE  797.0  701.0   \n",
-       "1    3.0  4a48c42c9579ec0399e6c5a3e825e765.jpg        GARBAGE  932.0  786.0   \n",
-       "2    3.0  4a48c42c9579ec0399e6c5a3e825e765.jpg        GARBAGE  736.0  657.0   \n",
-       "3    7.0  ea906a663da6321bcef78be4b7d1afff.jpg  BAD_BILLBOARD  986.0  786.0   \n",
-       "4    8.0  1c7d48005a12d1b19261b8e71df7cafe.jpg   SAND_ON_ROAD  667.0  549.0   \n",
-       "\n",
-       "    ymax   ymin  \n",
-       "0  262.0  211.0  \n",
-       "1  329.0  238.0  \n",
-       "2  275.0  229.0  \n",
-       "3  136.0    0.0  \n",
-       "4  228.0  179.0  "
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df.head()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "8b7d3e22",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "class  name             \n",
-       "3.0    GARBAGE              8597\n",
-       "4.0    CONSTRUCTION_ROAD    2730\n",
-       "2.0    POTHOLES             2625\n",
-       "9.0    CLUTTER_SIDEWALK     2253\n",
-       "7.0    BAD_BILLBOARD        1555\n",
-       "0.0    GRAFFITI             1124\n",
-       "8.0    SAND_ON_ROAD          748\n",
-       "10.0   UNKEPT_FACADE         127\n",
-       "1.0    FADED_SIGNAGE         107\n",
-       "5.0    BROKEN_SIGNAGE         83\n",
-       "6.0    BAD_STREETLIGHT         1\n",
-       "dtype: int64"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "classes = df[['class','name']].value_counts()\n",
-    "classes"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "3a80c465",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.10.8"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}