From 65c6b11504ffe993b32116d313f2681510f0666d Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 7 Aug 2024 09:54:12 -0500 Subject: [PATCH 01/29] add quick_cutto function --- plantcv/plantcv/roi/quick_filter.py | 42 +++++++++++++++++++++++++++++ 1 file changed, 42 insertions(+) diff --git a/plantcv/plantcv/roi/quick_filter.py b/plantcv/plantcv/roi/quick_filter.py index 31e5cd465..c7d0b1628 100644 --- a/plantcv/plantcv/roi/quick_filter.py +++ b/plantcv/plantcv/roi/quick_filter.py @@ -1,10 +1,13 @@ """PlantCV quick_filter module.""" import os +import cv2 import numpy as np from skimage.measure import label from plantcv.plantcv import params +from skimage.color import label2rgb from plantcv.plantcv.roi import roi2mask from plantcv.plantcv._debug import _debug +from plantcv.plantcv.logical_and import logical_and def quick_filter(mask, roi): @@ -68,3 +71,42 @@ def quick_filter(mask, roi): _debug(visual=summed, filename=os.path.join(params.debug_outdir, f"{params.device}_roi_filter.png"), cmap="gray") return summed + + +def quick_cutto(mask, roi): + """Quickly filter a binary mask using a region of interest. + Inputs + ------ + mask = binary mask + roi = PlantCV ROI object(s) + + Returns + ------- + cropped_mask = Filtered binary mask + label_mask_where = Labeled mask + """ + # Increment the device counter + params.device += 1 + + # Store debug + debug = params.debug + params.debug = None + + labeled_mask = np.zeros(mask.shape, dtype=np.uint8) + bin_mask = labeled_mask.copy() + num_labels = len(roi.contours) + for i, roi in enumerate(roi): + # Pixel intensity of (i+1) such that the first object has value + cv2.drawContours(labeled_mask, roi.contours[i], -1, (i+1), -1) + cv2.drawContours(bin_mask, roi.contours[i], -1, (255), -1) + cropped_mask = logical_and(mask, bin_mask) + # Make a labeled mask from the cropped objects + label_mask_where = np.where(cropped_mask == 255, labeled_mask, 0) + + # Print/plot debug image + colorful = label2rgb(label_mask_where) + colorful2 = (255*colorful).astype(np.uint8) + params.debug = debug + _debug(visual=colorful2, filename=os.path.join(params.debug_outdir, f"{params.device}_label_colored_mask.png")) + + return cropped_mask, label_mask_where From 05a6bef1080a3a1101d64432ab914c90475eb0de Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 7 Aug 2024 11:13:20 -0500 Subject: [PATCH 02/29] add quick_cutto to init --- plantcv/plantcv/roi/__init__.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/plantcv/plantcv/roi/__init__.py b/plantcv/plantcv/roi/__init__.py index 72a26dad6..81821b420 100644 --- a/plantcv/plantcv/roi/__init__.py +++ b/plantcv/plantcv/roi/__init__.py @@ -8,6 +8,7 @@ from plantcv.plantcv.roi.roi_methods import filter from plantcv.plantcv.roi.roi2mask import roi2mask from plantcv.plantcv.roi.quick_filter import quick_filter +from plantcv.plantcv.roi.quick_filter import quick_cutto __all__ = ["circle", "ellipse", "from_binary_image", "rectangle", "auto_grid", "multi", "custom", - "filter", "roi2mask", "quick_filter"] + "filter", "roi2mask", "quick_filter", "quick_cutto"] From 9924a0f13a66d606c59a959dbdfe585b7290dd8f Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 7 Aug 2024 11:13:52 -0500 Subject: [PATCH 03/29] refactor function name to _quick_cutto --- plantcv/plantcv/roi/__init__.py | 4 ++-- plantcv/plantcv/roi/quick_filter.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/plantcv/plantcv/roi/__init__.py b/plantcv/plantcv/roi/__init__.py index 81821b420..b598bf14b 100644 --- a/plantcv/plantcv/roi/__init__.py +++ b/plantcv/plantcv/roi/__init__.py @@ -8,7 +8,7 @@ from plantcv.plantcv.roi.roi_methods import filter from plantcv.plantcv.roi.roi2mask import roi2mask from plantcv.plantcv.roi.quick_filter import quick_filter -from plantcv.plantcv.roi.quick_filter import quick_cutto +from plantcv.plantcv.roi.quick_filter import _quick_cutto __all__ = ["circle", "ellipse", "from_binary_image", "rectangle", "auto_grid", "multi", "custom", - "filter", "roi2mask", "quick_filter", "quick_cutto"] + "filter", "roi2mask", "quick_filter", "_quick_cutto"] diff --git a/plantcv/plantcv/roi/quick_filter.py b/plantcv/plantcv/roi/quick_filter.py index c7d0b1628..8c1587b0d 100644 --- a/plantcv/plantcv/roi/quick_filter.py +++ b/plantcv/plantcv/roi/quick_filter.py @@ -73,7 +73,7 @@ def quick_filter(mask, roi): return summed -def quick_cutto(mask, roi): +def _quick_cutto(mask, roi): """Quickly filter a binary mask using a region of interest. Inputs ------ From 3159d9bac986875998552c7fef254de574ebeded Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 7 Aug 2024 11:26:02 -0500 Subject: [PATCH 04/29] add _quick_cutto unit test --- tests/plantcv/roi/test_quick_filter.py | 18 +++++++++++++++++- 1 file changed, 17 insertions(+), 1 deletion(-) diff --git a/tests/plantcv/roi/test_quick_filter.py b/tests/plantcv/roi/test_quick_filter.py index 3faf1cc7c..e6c3c646c 100644 --- a/tests/plantcv/roi/test_quick_filter.py +++ b/tests/plantcv/roi/test_quick_filter.py @@ -2,7 +2,7 @@ import cv2 import numpy as np from plantcv.plantcv import Objects -from plantcv.plantcv.roi import quick_filter +from plantcv.plantcv.roi.quick_filter import quick_filter, _quick_cutto def test_quick_filter(test_data): @@ -19,3 +19,19 @@ def test_quick_filter(test_data): area = cv2.countNonZero(filtered_mask) # Assert that the contours were filtered as expected assert area == 221 + + +def test_quick_cutto(test_data): + """Test for PlantCV.""" + # Read in test data + img = cv2.imread(test_data.small_rgb_img) + mask = np.zeros(np.shape(img)[:2], dtype=np.uint8) + cnt, cnt_str = test_data.load_contours(test_data.small_contours_file) + cv2.drawContours(mask, cnt, -1, (255), -1, lineType=8, hierarchy=cnt_str) + roi = [np.array([[[200, 200]], [[200, 190]], [[249, 190]], [[249, 200]]], dtype=np.int32)] + roi_str = np.array([[[-1, -1, -1, -1]]], dtype=np.int32) + roi_obj = Objects(contours=[roi], hierarchy=[roi_str]) + filtered_mask, _ = _quick_cutto(mask=mask, roi=roi_obj) + area = cv2.countNonZero(filtered_mask) + # Assert that the contours were filtered as expected + assert area == 7 \ No newline at end of file From c1244369a135e84200a9c5e42082b90b7749646d Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 7 Aug 2024 11:36:25 -0500 Subject: [PATCH 05/29] Create roi_quick_cutto.md --- docs/roi_quick_cutto.md | 52 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 52 insertions(+) create mode 100644 docs/roi_quick_cutto.md diff --git a/docs/roi_quick_cutto.md b/docs/roi_quick_cutto.md new file mode 100644 index 000000000..96eb19a54 --- /dev/null +++ b/docs/roi_quick_cutto.md @@ -0,0 +1,52 @@ +## Quickly Filter a Mask by cutting to one or more Regions of Interest + +Filter objects (connected regions of non-zero pixels) within a region of interest. This function is similar to +[plantcv.roi.filter](roi_filter.md) and [plantcv.create_labels](create_labels.md) but is faster, though it only supports the cut to method +(`roi_type='cutto'` in `plantcv.roi.filter`). + +**plantcv.roi._quick_cutto**(*mask, roi*) + +**returns** filtered_mask, labeled mask + +- **Parameters:** + - mask = binary image data to be filtered + - roi = region of interest, an instance of the Objects class, output from one of the pcv.roi subpackage functions + +- **Context:** + - Used to filter objects within one or more regions of interest. + +- **Example use:** + - Below + +**RGB image** + +![Screenshot](img/documentation_images/roi_filter/rgb_img.png) + +**Thresholded image (mask)** + +![Screenshot](img/documentation_images/roi_filter/bin_img.png) + +**ROI visualization** + +![Screenshot](img/documentation_images/roi_filter/roi_img.png) + + +```python + +from plantcv import plantcv as pcv + +# Set global debug behavior to None (default), "print" (to file), +# or "plot" (Jupyter Notebooks or X11) +pcv.params.debug = "plot" + +# ROI filter keeps objects that are partially inside ROI +filtered_mask = pcv.roi._quick_cutto(mask=mask, roi=roi) + +``` + +**Filtered mask** + +![Screenshot](img/documentation_images/roi_filter/ .png) + + +**Source Code:** [Here](https://github.com/danforthcenter/plantcv/blob/main/plantcv/plantcv/roi/quick_filter.py) From d6fdebf78ddf8edcb61ef62b79b87750a805b0b8 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 7 Aug 2024 13:57:01 -0500 Subject: [PATCH 06/29] add last two doc imgs --- .../roi_quick_cutto/colored_mask.png | Bin 0 -> 14548 bytes .../roi_quick_cutto/roi.png | Bin 0 -> 197617 bytes docs/roi_quick_cutto.md | 4 ++-- 3 files changed, 2 insertions(+), 2 deletions(-) create mode 100644 docs/img/documentation_images/roi_quick_cutto/colored_mask.png create mode 100644 docs/img/documentation_images/roi_quick_cutto/roi.png diff --git a/docs/img/documentation_images/roi_quick_cutto/colored_mask.png 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-![Screenshot](img/documentation_images/roi_filter/roi_img.png) +![Screenshot](img/documentation_images/roi_quick_cutto/roi.png) ```python @@ -46,7 +46,7 @@ filtered_mask = pcv.roi._quick_cutto(mask=mask, roi=roi) **Filtered mask** -![Screenshot](img/documentation_images/roi_filter/ .png) +![Screenshot](img/documentation_images/roi_quick_cutto/colored_mask.png) **Source Code:** [Here](https://github.com/danforthcenter/plantcv/blob/main/plantcv/plantcv/roi/quick_filter.py) From dc6617d3f39ffa8a87fd81d5709d89ac125431b4 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 7 Aug 2024 14:01:20 -0500 Subject: [PATCH 07/29] remaining doc images --- .../roi_quick_cutto/mask.png | Bin 0 -> 23948 bytes .../roi_quick_cutto/rgb_img.jpg | Bin 0 -> 34332 bytes docs/roi_quick_cutto.md | 4 ++-- 3 files changed, 2 insertions(+), 2 deletions(-) create mode 100644 docs/img/documentation_images/roi_quick_cutto/mask.png create mode 100644 docs/img/documentation_images/roi_quick_cutto/rgb_img.jpg diff 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zq%8>qJF1XCBM0!TDRr6QX$nUeA@Q6Xoci-hy*g>^Ol3W;cW`OCWU=hjElH3LS}}rs z`r?r3HnK>OT1m8?g@#Ad>s;J^BfoodxFN{&KjTx{T*;p}aKj$F*A6QYPBFhJ=wT?z IPR*bH*+2Mzy8r+H literal 0 HcmV?d00001 diff --git a/docs/roi_quick_cutto.md b/docs/roi_quick_cutto.md index 7f3aee87b..abde07f48 100644 --- a/docs/roi_quick_cutto.md +++ b/docs/roi_quick_cutto.md @@ -20,11 +20,11 @@ Filter objects (connected regions of non-zero pixels) within a region of interes **RGB image** -![Screenshot](img/documentation_images/roi_filter/rgb_img.png) +![Screenshot](img/documentation_images/roi_quick_cutto/rgb_img.jpg) **Thresholded image (mask)** -![Screenshot](img/documentation_images/roi_filter/bin_img.png) +![Screenshot](img/documentation_images/roi_quick_cutto/mask.png) **ROI visualization** From 075cf975bd394ed138dbd66d3fad84d119f93ac8 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 7 Aug 2024 14:24:53 -0500 Subject: [PATCH 08/29] return num_labels also --- docs/roi_quick_cutto.md | 2 +- plantcv/plantcv/roi/quick_filter.py | 2 +- tests/plantcv/roi/test_quick_filter.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/roi_quick_cutto.md b/docs/roi_quick_cutto.md index abde07f48..338874224 100644 --- a/docs/roi_quick_cutto.md +++ b/docs/roi_quick_cutto.md @@ -6,7 +6,7 @@ Filter objects (connected regions of non-zero pixels) within a region of interes **plantcv.roi._quick_cutto**(*mask, roi*) -**returns** filtered_mask, labeled mask +**returns** filtered_mask, labeled mask, num_labels - **Parameters:** - mask = binary image data to be filtered diff --git a/plantcv/plantcv/roi/quick_filter.py b/plantcv/plantcv/roi/quick_filter.py index 8c1587b0d..bc6138148 100644 --- a/plantcv/plantcv/roi/quick_filter.py +++ b/plantcv/plantcv/roi/quick_filter.py @@ -109,4 +109,4 @@ def _quick_cutto(mask, roi): params.debug = debug _debug(visual=colorful2, filename=os.path.join(params.debug_outdir, f"{params.device}_label_colored_mask.png")) - return cropped_mask, label_mask_where + return cropped_mask, label_mask_where, num_labels diff --git a/tests/plantcv/roi/test_quick_filter.py b/tests/plantcv/roi/test_quick_filter.py index e6c3c646c..07a40c4b6 100644 --- a/tests/plantcv/roi/test_quick_filter.py +++ b/tests/plantcv/roi/test_quick_filter.py @@ -31,7 +31,7 @@ def test_quick_cutto(test_data): roi = [np.array([[[200, 200]], [[200, 190]], [[249, 190]], [[249, 200]]], dtype=np.int32)] roi_str = np.array([[[-1, -1, -1, -1]]], dtype=np.int32) roi_obj = Objects(contours=[roi], hierarchy=[roi_str]) - filtered_mask, _ = _quick_cutto(mask=mask, roi=roi_obj) + filtered_mask, _, _ = _quick_cutto(mask=mask, roi=roi_obj) area = cv2.countNonZero(filtered_mask) # Assert that the contours were filtered as expected assert area == 7 \ No newline at end of file From 295634c9cecdd07983bb22e385efbc0c68a3aacb Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 7 Aug 2024 14:28:55 -0500 Subject: [PATCH 09/29] update for loop to be range instead of enumerate --- plantcv/plantcv/roi/quick_filter.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/plantcv/plantcv/roi/quick_filter.py b/plantcv/plantcv/roi/quick_filter.py index bc6138148..16339580d 100644 --- a/plantcv/plantcv/roi/quick_filter.py +++ b/plantcv/plantcv/roi/quick_filter.py @@ -95,7 +95,7 @@ def _quick_cutto(mask, roi): labeled_mask = np.zeros(mask.shape, dtype=np.uint8) bin_mask = labeled_mask.copy() num_labels = len(roi.contours) - for i, roi in enumerate(roi): + for i in range(num_labels): # Pixel intensity of (i+1) such that the first object has value cv2.drawContours(labeled_mask, roi.contours[i], -1, (i+1), -1) cv2.drawContours(bin_mask, roi.contours[i], -1, (255), -1) From 574a2734c7e182c7aa99ec822e9c63eb50a938c6 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 7 Aug 2024 14:31:12 -0500 Subject: [PATCH 10/29] deepsource fixes --- plantcv/plantcv/roi/quick_filter.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/plantcv/plantcv/roi/quick_filter.py b/plantcv/plantcv/roi/quick_filter.py index 16339580d..8f835f653 100644 --- a/plantcv/plantcv/roi/quick_filter.py +++ b/plantcv/plantcv/roi/quick_filter.py @@ -3,8 +3,8 @@ import cv2 import numpy as np from skimage.measure import label -from plantcv.plantcv import params from skimage.color import label2rgb +from plantcv.plantcv import params from plantcv.plantcv.roi import roi2mask from plantcv.plantcv._debug import _debug from plantcv.plantcv.logical_and import logical_and @@ -91,7 +91,7 @@ def _quick_cutto(mask, roi): # Store debug debug = params.debug params.debug = None - + labeled_mask = np.zeros(mask.shape, dtype=np.uint8) bin_mask = labeled_mask.copy() num_labels = len(roi.contours) @@ -99,10 +99,10 @@ def _quick_cutto(mask, roi): # Pixel intensity of (i+1) such that the first object has value cv2.drawContours(labeled_mask, roi.contours[i], -1, (i+1), -1) cv2.drawContours(bin_mask, roi.contours[i], -1, (255), -1) - cropped_mask = logical_and(mask, bin_mask) + cropped_mask = logical_and(mask, bin_mask) # Make a labeled mask from the cropped objects label_mask_where = np.where(cropped_mask == 255, labeled_mask, 0) - + # Print/plot debug image colorful = label2rgb(label_mask_where) colorful2 = (255*colorful).astype(np.uint8) From 02891f2c3dde0966c619281e08c4c600734c7391 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 7 Aug 2024 15:02:20 -0500 Subject: [PATCH 11/29] update docstring too with additional return --- plantcv/plantcv/roi/quick_filter.py | 1 + 1 file changed, 1 insertion(+) diff --git a/plantcv/plantcv/roi/quick_filter.py b/plantcv/plantcv/roi/quick_filter.py index 8f835f653..f86ccf789 100644 --- a/plantcv/plantcv/roi/quick_filter.py +++ b/plantcv/plantcv/roi/quick_filter.py @@ -84,6 +84,7 @@ def _quick_cutto(mask, roi): ------- cropped_mask = Filtered binary mask label_mask_where = Labeled mask + num_labels = Number of labeled objects """ # Increment the device counter params.device += 1 From f4f06ff987fb315243b24e77d4b4c1bbfad82e54 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Thu, 8 Aug 2024 09:12:45 -0500 Subject: [PATCH 12/29] Update roi_quick_cutto.md add returns to example --- docs/roi_quick_cutto.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/roi_quick_cutto.md b/docs/roi_quick_cutto.md index 338874224..a12ac7a03 100644 --- a/docs/roi_quick_cutto.md +++ b/docs/roi_quick_cutto.md @@ -40,7 +40,7 @@ from plantcv import plantcv as pcv pcv.params.debug = "plot" # ROI filter keeps objects that are partially inside ROI -filtered_mask = pcv.roi._quick_cutto(mask=mask, roi=roi) +filtered_mask, lbl_mask, num = pcv.roi._quick_cutto(mask=mask, roi=roi) ``` From 86f48a4de7685bebe98bed9a14918b6b0dec29ea Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Thu, 8 Aug 2024 09:14:33 -0500 Subject: [PATCH 13/29] Update mkdocs.yml --- mkdocs.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/mkdocs.yml b/mkdocs.yml index 8993600f5..4327271ff 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -153,6 +153,7 @@ nav: - 'Create Grid of ROIs Automatically': roi_auto_grid.md - 'Filter a mask by ROI': roi_filter.md - 'Filter a mask by ROI (quickly)': roi_quick_filter.md + - 'Cut a mask by ROI (quickly)': roi_quick_cutto.md - 'Convert ROI to Mask': roi2mask.md - 'Segment Image Series': segment_image_series.md - 'Shift Image': shift.md From 28bb36e5cabb9561b90fef5a50330042619bff7c Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Thu, 8 Aug 2024 14:09:08 -0500 Subject: [PATCH 14/29] datatype casting, handle >255 objects --- plantcv/plantcv/roi/quick_filter.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/plantcv/plantcv/roi/quick_filter.py b/plantcv/plantcv/roi/quick_filter.py index f86ccf789..f25239ddb 100644 --- a/plantcv/plantcv/roi/quick_filter.py +++ b/plantcv/plantcv/roi/quick_filter.py @@ -93,14 +93,15 @@ def _quick_cutto(mask, roi): debug = params.debug params.debug = None - labeled_mask = np.zeros(mask.shape, dtype=np.uint8) - bin_mask = labeled_mask.copy() + mask_copy = np.copy(mask).astype(np.int32) + labeled_mask = np.zeros(mask.shape, dtype=np.int32) + bin_mask = np.copy(labeled_mask) num_labels = len(roi.contours) for i in range(num_labels): # Pixel intensity of (i+1) such that the first object has value cv2.drawContours(labeled_mask, roi.contours[i], -1, (i+1), -1) cv2.drawContours(bin_mask, roi.contours[i], -1, (255), -1) - cropped_mask = logical_and(mask, bin_mask) + cropped_mask = logical_and(mask_copy, bin_mask) # Make a labeled mask from the cropped objects label_mask_where = np.where(cropped_mask == 255, labeled_mask, 0) @@ -110,4 +111,4 @@ def _quick_cutto(mask, roi): params.debug = debug _debug(visual=colorful2, filename=os.path.join(params.debug_outdir, f"{params.device}_label_colored_mask.png")) - return cropped_mask, label_mask_where, num_labels + return cropped_mask.astype(np.int8), label_mask_where, num_labels From 018a0c80f0717dc880765126e3e50e0d6b9f6b73 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Thu, 8 Aug 2024 14:26:49 -0500 Subject: [PATCH 15/29] cast as uint8 rather than int8 int8 doesn't play nice with cv2 --- plantcv/plantcv/roi/quick_filter.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/plantcv/plantcv/roi/quick_filter.py b/plantcv/plantcv/roi/quick_filter.py index f25239ddb..d22c40434 100644 --- a/plantcv/plantcv/roi/quick_filter.py +++ b/plantcv/plantcv/roi/quick_filter.py @@ -111,4 +111,4 @@ def _quick_cutto(mask, roi): params.debug = debug _debug(visual=colorful2, filename=os.path.join(params.debug_outdir, f"{params.device}_label_colored_mask.png")) - return cropped_mask.astype(np.int8), label_mask_where, num_labels + return cropped_mask.astype(np.uint8), label_mask_where, num_labels From 563dd1850ec6990f748acb158f01939c5af65fac Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Thu, 8 Aug 2024 15:52:01 -0500 Subject: [PATCH 16/29] replace rgb image in doc page --- docs/roi_quick_cutto.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/roi_quick_cutto.md b/docs/roi_quick_cutto.md index a12ac7a03..59363339b 100644 --- a/docs/roi_quick_cutto.md +++ b/docs/roi_quick_cutto.md @@ -20,7 +20,7 @@ Filter objects (connected regions of non-zero pixels) within a region of interes **RGB image** -![Screenshot](img/documentation_images/roi_quick_cutto/rgb_img.jpg) +![Screenshot](img/documentation_images/report_size_marker/seed-image.jpg) **Thresholded image (mask)** From a180611dff7138c67d733b5ddcf32fdbf563eb78 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Thu, 8 Aug 2024 15:56:12 -0500 Subject: [PATCH 17/29] Update mask.png --- .../roi_quick_cutto/mask.png | Bin 23948 -> 24363 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/docs/img/documentation_images/roi_quick_cutto/mask.png b/docs/img/documentation_images/roi_quick_cutto/mask.png index d8e669b393ad4d9828413b21285a760d6fc54828..3d90e55a1d369e951b48b53ff3e21f69d110b94e 100644 GIT binary patch delta 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ztx1zd>(!!G$HtAkfoAr9E^ z1uUnNqGTtj)-V?dPq|*y0o#V-@*t#`-Prku zWcoH*?qLmR3{%K~SbVW3c^4;Ue?42O`liR+YKu$0^v5Fp;X)&Pf!Mg&u%B-#*;BCXDp22cr##jYoc3cK*u7z>SseQ}1oC@TNJn zJNq=Z+>o2o3T1sGfjaee4r Date: Fri, 16 Aug 2024 17:19:33 -0500 Subject: [PATCH 26/29] Add newline at end of file --- tests/plantcv/roi/test_quick_filter.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/plantcv/roi/test_quick_filter.py b/tests/plantcv/roi/test_quick_filter.py index 07a40c4b6..71f6515ea 100644 --- a/tests/plantcv/roi/test_quick_filter.py +++ b/tests/plantcv/roi/test_quick_filter.py @@ -34,4 +34,4 @@ def test_quick_cutto(test_data): filtered_mask, _, _ = _quick_cutto(mask=mask, roi=roi_obj) area = cv2.countNonZero(filtered_mask) # Assert that the contours were filtered as expected - assert area == 7 \ No newline at end of file + assert area == 7 From 5ca88eb8a27f8669515fa0f909e560f53f901db0 Mon Sep 17 00:00:00 2001 From: Noah Fahlgren Date: Fri, 16 Aug 2024 17:26:05 -0500 Subject: [PATCH 27/29] Update docstrings to numpy style --- plantcv/plantcv/roi/quick_filter.py | 32 +++++++++++++++++------------ 1 file changed, 19 insertions(+), 13 deletions(-) diff --git a/plantcv/plantcv/roi/quick_filter.py b/plantcv/plantcv/roi/quick_filter.py index 4f9370a0f..3aaff4103 100644 --- a/plantcv/plantcv/roi/quick_filter.py +++ b/plantcv/plantcv/roi/quick_filter.py @@ -12,14 +12,18 @@ def quick_filter(mask, roi): """Quickly filter a binary mask using a region of interest. - Inputs - ------ - mask = binary mask - roi = PlantCV ROI object + + Parameters + ---------- + mask : numpy.ndarray + Binary mask to filter. + roi : plantcv.plantcv.classes.Objects + PlantCV ROI object. Returns ------- - filtered_mask = Filtered binary mask + numpy.ndarray + Filtered binary mask. """ # Increment the device counter params.device += 1 @@ -74,17 +78,19 @@ def quick_filter(mask, roi): def _quick_cutto(mask, roi): - """Quickly filter a binary mask using a region of interest. - Inputs - ------ - mask = binary mask - roi = PlantCV ROI object(s) + """Quickly filter a binary mask using a region of interest by cutting to each ROI. + + Parameters + ---------- + mask : numpy.ndarray + Binary mask to filter. + roi : plantcv.plantcv.classes.Objects + PlantCV ROI object. Returns ------- - cropped_mask = Filtered binary mask - label_mask_where = Labeled mask - num_labels = Number of labeled objects + numpy.ndarray, numpy.ndarray, int + Filtered binary mask, labeled mask, number of labels. """ # Increment the device counter params.device += 1 From 0dc4cb601b00d01b39ee907085b976b37eb29473 Mon Sep 17 00:00:00 2001 From: Noah Fahlgren Date: Fri, 16 Aug 2024 17:28:39 -0500 Subject: [PATCH 28/29] Import logical_and from main package --- plantcv/plantcv/roi/quick_filter.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/plantcv/plantcv/roi/quick_filter.py b/plantcv/plantcv/roi/quick_filter.py index 3aaff4103..594c4b801 100644 --- a/plantcv/plantcv/roi/quick_filter.py +++ b/plantcv/plantcv/roi/quick_filter.py @@ -4,10 +4,9 @@ import numpy as np from skimage.measure import label from skimage.color import label2rgb -from plantcv.plantcv import params +from plantcv.plantcv import params, logical_and from plantcv.plantcv.roi import roi2mask from plantcv.plantcv._debug import _debug -from plantcv.plantcv.logical_and import logical_and def quick_filter(mask, roi): From a3939ce89ededc6607ddcf1770a62ec57327a33a Mon Sep 17 00:00:00 2001 From: Noah Fahlgren Date: Fri, 16 Aug 2024 17:33:12 -0500 Subject: [PATCH 29/29] Revert "Import logical_and from main package" This reverts commit 0dc4cb601b00d01b39ee907085b976b37eb29473. --- plantcv/plantcv/roi/quick_filter.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/plantcv/plantcv/roi/quick_filter.py b/plantcv/plantcv/roi/quick_filter.py index 594c4b801..3aaff4103 100644 --- a/plantcv/plantcv/roi/quick_filter.py +++ b/plantcv/plantcv/roi/quick_filter.py @@ -4,9 +4,10 @@ import numpy as np from skimage.measure import label from skimage.color import label2rgb -from plantcv.plantcv import params, logical_and +from plantcv.plantcv import params from plantcv.plantcv.roi import roi2mask from plantcv.plantcv._debug import _debug +from plantcv.plantcv.logical_and import logical_and def quick_filter(mask, roi):

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zW62(r@BaXAfA*zKzvlcu;Dz0ly`RZ$9zx1ET(<4N9DRTNRnFabveQR}A&v(m4i|56 z)Ew8LO0(O+x+{sn1QGk^<367?VM#6b6C1mN*f}O==fACUziOjF=G>uw2sj;fsw9-P(S~O(??rzI~bI2@xv0MHT9nnVrTy3#EXv$;&U)wTNq++9d$lVI_=?1EKnHez4nGR(8uIkcmgYsmV1wks z4^HGqR4uiei9Bs-pe&a6VmjAf3D(Mhmk#a^ z0|T0DNfSkK`w%j)OoaoFz*N2-jc={yl0sCfZyO0-e+q9mqZi8W{d~;jf}7c+j@9qH zQTCGa6Cw@>Dl?C6Ju4>a%T$$BtYz}%1Qd4pdGzUz!o3?!)FiqM6~cxJc8*&(`i834 znzJ~$wvq_hV;}-c<%0WpIO8l& z>s?$r4xKaPt1bxpuEYA)_&n1OH+2_(m*~l@g{x~eV#B6uFEnpwYO<^6k=01-bJQB^ zG^@MlvuSf}<;n(jjDe3_cCGts0Mj%JE26GG=^6a-UA~*AjlXD;N0H(OYc|qH{yPDl z0Ac@MOYLDhIGo>Blyq#br`|%N$+{a?91?Or9y5y8v$TRw-&l>x*~SQEIq%Ibv8i3y zq%8>qJF1XCBM0!TDRr6QX$nUeA@Q6Xoci-hy*g>^Ol3W;cW`OCWU=hjElH3LS}}rs z`r?r3HnK>OT1m8?g@#Ad>s;J^BfoodxFN{&KjTx{T*;p}aKj$F*A6QYPBFhJ=wT?z IPR*bH*+2Mzy8r+H From 0a531936d6b87cb6c7dcef099dc9deaca90ccb0a Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Mon, 12 Aug 2024 15:03:28 -0500 Subject: [PATCH 22/29] remove helper function from init --- plantcv/plantcv/roi/__init__.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/plantcv/plantcv/roi/__init__.py b/plantcv/plantcv/roi/__init__.py index b598bf14b..72a26dad6 100644 --- a/plantcv/plantcv/roi/__init__.py +++ b/plantcv/plantcv/roi/__init__.py @@ -8,7 +8,6 @@ from plantcv.plantcv.roi.roi_methods import filter from plantcv.plantcv.roi.roi2mask import roi2mask from plantcv.plantcv.roi.quick_filter import quick_filter -from plantcv.plantcv.roi.quick_filter import _quick_cutto __all__ = ["circle", "ellipse", "from_binary_image", "rectangle", "auto_grid", "multi", "custom", - "filter", "roi2mask", "quick_filter", "_quick_cutto"] + "filter", "roi2mask", "quick_filter"] From a1000f53b3a6c04f4babb6ddd065410462520116 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Mon, 12 Aug 2024 15:03:46 -0500 Subject: [PATCH 23/29] Update roi_quick_cutto.md make the example code reflect the new syntax for using the function --- docs/roi_quick_cutto.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/docs/roi_quick_cutto.md b/docs/roi_quick_cutto.md index 59363339b..402c810f1 100644 --- a/docs/roi_quick_cutto.md +++ b/docs/roi_quick_cutto.md @@ -34,13 +34,14 @@ Filter objects (connected regions of non-zero pixels) within a region of interes ```python from plantcv import plantcv as pcv +from plantcv.plantcv.roi.quick_filter import _quick_cutto # Set global debug behavior to None (default), "print" (to file), # or "plot" (Jupyter Notebooks or X11) pcv.params.debug = "plot" # ROI filter keeps objects that are partially inside ROI -filtered_mask, lbl_mask, num = pcv.roi._quick_cutto(mask=mask, roi=roi) +filtered_mask, lbl_mask, num = _quick_cutto(mask=mask, roi=roi) ``` From 231e3815759cdf9ec6eb688c7a75528f3ad200d8 Mon Sep 17 00:00:00 2001 From: KeelyBrown <156026125+k034b363@users.noreply.github.com> Date: Fri, 16 Aug 2024 14:14:40 -0500 Subject: [PATCH 24/29] Remove quick_cutto docs --- docs/roi_quick_cutto.md | 53 ----------------------------------------- mkdocs.yml | 1 - 2 files changed, 54 deletions(-) delete mode 100644 docs/roi_quick_cutto.md diff --git a/docs/roi_quick_cutto.md b/docs/roi_quick_cutto.md deleted file mode 100644 index 402c810f1..000000000 --- a/docs/roi_quick_cutto.md +++ /dev/null @@ -1,53 +0,0 @@ -## Quickly Filter a Mask by cutting to one or more Regions of Interest - -Filter objects (connected regions of non-zero pixels) within a region of interest. This function is similar to -[plantcv.roi.filter](roi_filter.md) and [plantcv.create_labels](create_labels.md) but is faster, though it only supports the cut to method -(`roi_type='cutto'` in `plantcv.roi.filter`). - -**plantcv.roi._quick_cutto**(*mask, roi*) - -**returns** filtered_mask, labeled mask, num_labels - -- **Parameters:** - - mask = binary image data to be filtered - - roi = region of interest, an instance of the Objects class, output from one of the pcv.roi subpackage functions - -- **Context:** - - Used to filter objects within one or more regions of interest. - -- **Example use:** - - Below - -**RGB image** - -![Screenshot](img/documentation_images/report_size_marker/seed-image.jpg) - -**Thresholded image (mask)** - -![Screenshot](img/documentation_images/roi_quick_cutto/mask.png) - -**ROI visualization** - -![Screenshot](img/documentation_images/roi_quick_cutto/roi.png) - - -```python - -from plantcv import plantcv as pcv -from plantcv.plantcv.roi.quick_filter import _quick_cutto - -# Set global debug behavior to None (default), "print" (to file), -# or "plot" (Jupyter Notebooks or X11) -pcv.params.debug = "plot" - -# ROI filter keeps objects that are partially inside ROI -filtered_mask, lbl_mask, num = _quick_cutto(mask=mask, roi=roi) - -``` - -**Filtered mask** - -![Screenshot](img/documentation_images/roi_quick_cutto/colored_mask.png) - - -**Source Code:** [Here](https://github.com/danforthcenter/plantcv/blob/main/plantcv/plantcv/roi/quick_filter.py) diff --git a/mkdocs.yml b/mkdocs.yml index 3d28c9c20..62b1cd734 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -155,7 +155,6 @@ nav: - 'Create Grid of ROIs Automatically': roi_auto_grid.md - 'Filter a mask by ROI': roi_filter.md - 'Filter a mask by ROI (quickly)': roi_quick_filter.md - - 'Cut a mask by ROI (quickly)': roi_quick_cutto.md - 'Convert ROI to Mask': roi2mask.md - 'Segment Image Series': segment_image_series.md - 'Shift Image': shift.md From ab069a2885475ea3695d57e17981e55ae826ef13 Mon Sep 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