From 159142a8480e03e05a5af83a6447cbb41483bf9a Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Mon, 6 May 2024 11:32:51 -0500 Subject: [PATCH 01/18] add save_counts and save_coords methods --- plantcv/annotate/classes.py | 26 +++++++++++++++++++++++++- 1 file changed, 25 insertions(+), 1 deletion(-) diff --git a/plantcv/annotate/classes.py b/plantcv/annotate/classes.py index 5134742..2e0a539 100644 --- a/plantcv/annotate/classes.py +++ b/plantcv/annotate/classes.py @@ -5,8 +5,8 @@ import json from math import floor import matplotlib.pyplot as plt +from plantcv.plantcv import warn, params, outputs from plantcv.plantcv.annotate.points import _find_closest_pt -from plantcv.plantcv import warn class Points: @@ -79,6 +79,30 @@ def print_coords(self, filename): # Save the data in JSON format with indentation json.dump(obj=self.coords, fp=fp, indent=4) + def save_counts(self, label=None): + """Save collected coordinates to Outputs.observations""" + if label is None: + label = params.sample_label + for i, x in enumerate(self.count.keys()): + variable = x + value = self.count[x] + outputs.add_observation(sample=label, variable=str(variable) + "_count", + trait='count of category', + method='count', scale='count', datatype=int, + value=value, label='none') + + def save_coords(self, label=None): + """Save collected coordinates to Outputs.observations""" + if label is None: + label = params.sample_label + for i, x in enumerate(self.count.keys()): + variable = x + value = self.points[x] + outputs.add_observation(sample=label, variable=str(variable) + "_coords", + trait='collected coordinates', + method='annotation', scale='count', datatype=list, + value=value, label='none') + def import_list(self, coords, label="default"): """Import coordinates. From f42e7ff7c27adb9e4f6492940c2d7364cb773483 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Mon, 6 May 2024 12:55:38 -0500 Subject: [PATCH 02/18] update variable name in .save_coords and fix syntax --- plantcv/annotate/classes.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/plantcv/annotate/classes.py b/plantcv/annotate/classes.py index 2e0a539..265e2ae 100644 --- a/plantcv/annotate/classes.py +++ b/plantcv/annotate/classes.py @@ -97,10 +97,10 @@ def save_coords(self, label=None): label = params.sample_label for i, x in enumerate(self.count.keys()): variable = x - value = self.points[x] - outputs.add_observation(sample=label, variable=str(variable) + "_coords", + value = self.coords[x] + outputs.add_observation(sample=label, variable="coordinates", trait='collected coordinates', - method='annotation', scale='count', datatype=list, + method='annotation', scale='none', datatype=list, value=value, label='none') def import_list(self, coords, label="default"): From e836c07de83ee3686a6857a375943c49ccbc6f2f Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Mon, 6 May 2024 12:55:47 -0500 Subject: [PATCH 03/18] write test for save_coords --- tests/test_annotate_points.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/tests/test_annotate_points.py b/tests/test_annotate_points.py index f3b91e1..638516e 100644 --- a/tests/test_annotate_points.py +++ b/tests/test_annotate_points.py @@ -3,6 +3,7 @@ import cv2 import matplotlib from plantcv.annotate.classes import Points +from plantcv.plantcv import outputs def test_points(test_data): @@ -150,3 +151,12 @@ def test_points_view_warn(test_data): drawer_rgb.view(label="new", color='r') assert str(drawer_rgb.fig) == "Figure(1200x600)" + +def test_points_save_coords(test_data): + img = cv2.imread(test_data.small_rgb_img) + totalpoints1 = [(158, 531), (361, 112), (500, 418)] + drawer = Points(img=img) + drawer.import_list(totalpoints1, label="imported") + drawer.save_coords() + + assert outputs.observations["default"]["coordinates"]["value"] == [(158, 531), (361, 112), (500, 418)] From 52e890abbefe1e93ae20f09a736f5379be62fda3 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Mon, 6 May 2024 12:57:46 -0500 Subject: [PATCH 04/18] no need to enumerate --- plantcv/annotate/classes.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/plantcv/annotate/classes.py b/plantcv/annotate/classes.py index 265e2ae..f274646 100644 --- a/plantcv/annotate/classes.py +++ b/plantcv/annotate/classes.py @@ -83,10 +83,9 @@ def save_counts(self, label=None): """Save collected coordinates to Outputs.observations""" if label is None: label = params.sample_label - for i, x in enumerate(self.count.keys()): - variable = x + for x in self.count.keys(): value = self.count[x] - outputs.add_observation(sample=label, variable=str(variable) + "_count", + outputs.add_observation(sample=label, variable="object_count", trait='count of category', method='count', scale='count', datatype=int, value=value, label='none') @@ -95,8 +94,7 @@ def save_coords(self, label=None): """Save collected coordinates to Outputs.observations""" if label is None: label = params.sample_label - for i, x in enumerate(self.count.keys()): - variable = x + for x in self.count.keys(): value = self.coords[x] outputs.add_observation(sample=label, variable="coordinates", trait='collected coordinates', From 6a98b542f04fa545a963a5f3c73daabbe85d1217 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Tue, 7 May 2024 14:52:58 -0500 Subject: [PATCH 05/18] Update test_annotate_points.py --- tests/test_annotate_points.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/tests/test_annotate_points.py b/tests/test_annotate_points.py index 638516e..44d1ff1 100644 --- a/tests/test_annotate_points.py +++ b/tests/test_annotate_points.py @@ -156,7 +156,8 @@ def test_points_save_coords(test_data): img = cv2.imread(test_data.small_rgb_img) totalpoints1 = [(158, 531), (361, 112), (500, 418)] drawer = Points(img=img) - drawer.import_list(totalpoints1, label="imported") + # Populate attribute with coords + drawer.coords = {'default': totalpoints1} drawer.save_coords() assert outputs.observations["default"]["coordinates"]["value"] == [(158, 531), (361, 112), (500, 418)] From 5e9636069f7427b233e72535e133ea6aa47e1cab Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Tue, 7 May 2024 15:12:44 -0500 Subject: [PATCH 06/18] add test for save_counts which I forgot --- tests/test_annotate_points.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/tests/test_annotate_points.py b/tests/test_annotate_points.py index 5351ca7..d7de90f 100644 --- a/tests/test_annotate_points.py +++ b/tests/test_annotate_points.py @@ -168,3 +168,13 @@ def test_points_save_coords(test_data): drawer.save_coords() assert outputs.observations["default"]["coordinates"]["value"] == [(158, 531), (361, 112), (500, 418)] + +def test_points_save_counts(test_data): + img = cv2.imread(test_data.small_rgb_img) + totalpoints1 = [(158, 531), (361, 112), (500, 418)] + drawer = Points(img=img) + # Populate attribute with coords + drawer.count = {'default': 1} + drawer.save_counts() + + assert outputs.observations["default"]["object_count"]["value"] == 1 \ No newline at end of file From 4b2f8623ededb30aa302d76ea239478ca45202eb Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Tue, 7 May 2024 15:17:37 -0500 Subject: [PATCH 07/18] deepsource iterate dictionary --- plantcv/annotate/classes.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/plantcv/annotate/classes.py b/plantcv/annotate/classes.py index 10f000b..d8bae84 100644 --- a/plantcv/annotate/classes.py +++ b/plantcv/annotate/classes.py @@ -83,8 +83,8 @@ def save_counts(self, label=None): """Save collected coordinates to Outputs.observations""" if label is None: label = params.sample_label - for x in self.count.keys(): - value = self.count[x] + for key in self.count: + value = self.count[key] outputs.add_observation(sample=label, variable="object_count", trait='count of category', method='count', scale='count', datatype=int, From 22e23ff94246026cc5ac6978882efb2bd2386d54 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Tue, 7 May 2024 15:17:54 -0500 Subject: [PATCH 08/18] remove unused code from new test --- tests/test_annotate_points.py | 1 - 1 file changed, 1 deletion(-) diff --git a/tests/test_annotate_points.py b/tests/test_annotate_points.py index d7de90f..e2317e1 100644 --- a/tests/test_annotate_points.py +++ b/tests/test_annotate_points.py @@ -161,7 +161,6 @@ def test_points_view_warn(test_data): def test_points_save_coords(test_data): img = cv2.imread(test_data.small_rgb_img) - totalpoints1 = [(158, 531), (361, 112), (500, 418)] drawer = Points(img=img) # Populate attribute with coords drawer.coords = {'default': totalpoints1} From fe9a0922ac0904371ae385270850c4939fd08782 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Tue, 7 May 2024 15:18:46 -0500 Subject: [PATCH 09/18] whitespace deepsource --- plantcv/annotate/classes.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/plantcv/annotate/classes.py b/plantcv/annotate/classes.py index d8bae84..f0eb7c2 100644 --- a/plantcv/annotate/classes.py +++ b/plantcv/annotate/classes.py @@ -80,7 +80,7 @@ def print_coords(self, filename): json.dump(obj=self.coords, fp=fp, indent=4) def save_counts(self, label=None): - """Save collected coordinates to Outputs.observations""" + """Save collected coordinates to Outputs.observations""" if label is None: label = params.sample_label for key in self.count: @@ -89,9 +89,9 @@ def save_counts(self, label=None): trait='count of category', method='count', scale='count', datatype=int, value=value, label='none') - + def save_coords(self, label=None): - """Save collected coordinates to Outputs.observations""" + """Save collected coordinates to Outputs.observations""" if label is None: label = params.sample_label for x in self.count.keys(): From 75853932c721205b75866c860ab47f11bc2cb749 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Tue, 7 May 2024 15:43:32 -0500 Subject: [PATCH 10/18] wrong place --- tests/test_annotate_points.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_annotate_points.py b/tests/test_annotate_points.py index e2317e1..6b6c382 100644 --- a/tests/test_annotate_points.py +++ b/tests/test_annotate_points.py @@ -163,6 +163,7 @@ def test_points_save_coords(test_data): img = cv2.imread(test_data.small_rgb_img) drawer = Points(img=img) # Populate attribute with coords + totalpoints1 = [(158, 531), (361, 112), (500, 418)] drawer.coords = {'default': totalpoints1} drawer.save_coords() @@ -170,7 +171,6 @@ def test_points_save_coords(test_data): def test_points_save_counts(test_data): img = cv2.imread(test_data.small_rgb_img) - totalpoints1 = [(158, 531), (361, 112), (500, 418)] drawer = Points(img=img) # Populate attribute with coords drawer.count = {'default': 1} From cf2b95979b6113fdbdc137c88c4d5fa55f304844 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Tue, 7 May 2024 15:49:22 -0500 Subject: [PATCH 11/18] deepsource dictionary iteration --- plantcv/annotate/classes.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/plantcv/annotate/classes.py b/plantcv/annotate/classes.py index f0eb7c2..65d7c5d 100644 --- a/plantcv/annotate/classes.py +++ b/plantcv/annotate/classes.py @@ -94,8 +94,8 @@ def save_coords(self, label=None): """Save collected coordinates to Outputs.observations""" if label is None: label = params.sample_label - for x in self.count.keys(): - value = self.coords[x] + for key in self.count: + value = self.coords[key] outputs.add_observation(sample=label, variable="coordinates", trait='collected coordinates', method='annotation', scale='none', datatype=list, From b0e6441d6de35e2e2e01ffcf2ba6b3c294de2e08 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 8 May 2024 15:36:14 -0500 Subject: [PATCH 12/18] update sample with "class label" and remove unused label --- plantcv/annotate/classes.py | 12 ++++-------- 1 file changed, 4 insertions(+), 8 deletions(-) diff --git a/plantcv/annotate/classes.py b/plantcv/annotate/classes.py index 65d7c5d..454d4f8 100644 --- a/plantcv/annotate/classes.py +++ b/plantcv/annotate/classes.py @@ -79,24 +79,20 @@ def print_coords(self, filename): # Save the data in JSON format with indentation json.dump(obj=self.coords, fp=fp, indent=4) - def save_counts(self, label=None): + def save_counts(self): """Save collected coordinates to Outputs.observations""" - if label is None: - label = params.sample_label for key in self.count: value = self.count[key] - outputs.add_observation(sample=label, variable="object_count", + outputs.add_observation(sample=key, variable="object_count", trait='count of category', method='count', scale='count', datatype=int, value=value, label='none') - def save_coords(self, label=None): + def save_coords(self): """Save collected coordinates to Outputs.observations""" - if label is None: - label = params.sample_label for key in self.count: value = self.coords[key] - outputs.add_observation(sample=label, variable="coordinates", + outputs.add_observation(sample=key, variable="coordinates", trait='collected coordinates', method='annotation', scale='none', datatype=list, value=value, label='none') From 117fd4b9ea4d8073c9d677b7915e00dfcc0ff7f0 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Wed, 8 May 2024 15:56:42 -0500 Subject: [PATCH 13/18] remove unused import --- plantcv/annotate/classes.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/plantcv/annotate/classes.py b/plantcv/annotate/classes.py index 454d4f8..7dfdc34 100644 --- a/plantcv/annotate/classes.py +++ b/plantcv/annotate/classes.py @@ -5,7 +5,7 @@ import json from math import floor import matplotlib.pyplot as plt -from plantcv.plantcv import warn, params, outputs +from plantcv.plantcv import warn, outputs from 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zC>JURoNveZ-b)F5+b4o1w09pEsZ3K5WD`31;m`W{cAm86jB8@t?e{~tv-do4Nk{`6)IGIsqloOa3)!H6(!aAA)kb1`Z=PC zRg?p>@kIqPDNCzxt1`cI(6N2Mw;O3VWVvl|^n5AHw@_7&WzdFAubKAyl{_Pdp~YWH zd2FfcwT-;a z23(e(P14(}W=Z}ke=4{`fGe&2Fnn#$GFIm3UzR-$-$Bup1e z#>5w_J&K!Ppmm{cHIQ=QM2*=}d71K*Da5)LnVN^&oKSvy`A&KjL1eUcc1_qx-(-l+ zF8tkVghmi;j$iZ$s)y`zJxb(Qwe5Fa?{S!+1yuxdbi33N(}2jTu8I-AiUXsoEQD)@E(i4 zRntg=Hn+2GUFb>Pdo_#}Q#~^MX<&2Cte97rqi-}(Y-Kac%Hm@G0|p&j7Oieuo~z}P zX$&2g12j5$Qt&oZ1@N{DfodcoP!w*XZB^;U6bk=Id+Z*NPYIDC7TL)2IOVss4{!4s zvgfG`7IN#LzKNk|1lgE0({p=y=g@!&$xr#S=(pP`=9imYml05wV^d+H`C(1M5S&RJ zvMkA1&3>gU^5DTgn z!t=Wygw;@W4t0p=7*^cH37Ynk>@&(SF!n4+sa!@|oq+pO_T#*0!uSA*SJI{^{{xJz zP=&GxBuV%W5*w@{i8jY^LKW(YV*_zkbl) k|9ay8_m}hkdw_R1@Q)ihigPnvn2#p^Sw*@*(j@f%0GUBt^8f$< literal 0 HcmV?d00001 diff --git a/docs/points_save.md b/docs/points_save.md new file mode 100644 index 0000000..a60bfcf --- /dev/null +++ b/docs/points_save.md @@ -0,0 +1,79 @@ +## Save Annotations to PlantCV Outputs + +Using [Jupyter Notebooks](https://plantcv.readthedocs.io/en/stable/jupyter/) it is possible to interactively click to collect coordinates from an image, then save the `counts` or coordinates (`coords`) to the [PlantCV Outputs class](https://plantcv.readthedocs.io/en/stable/outputs/). + +**plantcv.annotate.Points.save_coords**() + +- **Context:** + - Once point annotations are collected, save the list of coordinates with their class label to Outputs and later saved out to file with + +- **Example use:** + - Remove noise from a microscopy image that is otherwise difficult to filter out with traditional computer vision + techniques, and recover stomata that were filtered out during mask cleaning. + +**Original Image with Annotations: "total" pollen** + +![Screenshot](img/documentation_images/points_save/all_pollen.png) + +**Original Image with Annotations: "germinated" pollen** + +![Screenshot](img/documentation_images/points_save/germinated_pollen.png) + +```python +import plantcv.plantcv as pcv +import plantcv.annotate as pcvan + +# Create an instance of the Points class +img, path, name = pcv.readimage("stomata.tif") + +# Segmentation & mask clean up steps here + +# Create an instance of the Points class & click on stomata +marker = pcvan.Points(img=img, figsize=(12,6)) + +marker.save_coords() +marker.save_counts() + +pcv.outputs.observations + +{'total': {'coordinates': {'trait': 'collected coordinates', + 'method': 'annotation', + 'scale': 'none', + 'datatype': "", + 'value': [(113, 58), + (353, 105), + (74, 240), + (103, 297), + (278, 333), + (185, 350), + (237, 335), + (244, 285), + (300, 192), + (295, 151), + (262, 178), + (321, 44), + (187, 158), + (160, 187), + (65, 186)], + 'label': 'none'}, + 'object_count': {'trait': 'count of category', + 'method': 'count', + 'scale': 'count', + 'datatype': "", + 'value': 15, + 'label': 'none'}}, + 'germinated': {'coordinates': {'trait': 'collected coordinates', + 'method': 'annotation', + 'scale': 'none', + 'datatype': "", + 'value': [(64, 186), (244, 286)], + 'label': 'none'}, + 'object_count': {'trait': 'count of category', + 'method': 'count', + 'scale': 'count', + 'datatype': "", + 'value': 2, + 'label': 'none'}}} +``` + +**Source Code:** [Here](https://github.com/danforthcenter/plantcv-annotate/blob/main/plantcv/annotate/classes.py) From 5d92c5538e0e225dfcc821860873d9cf7fa3c8c2 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Fri, 17 May 2024 14:14:09 -0500 Subject: [PATCH 15/18] Update mkdocs.yml --- mkdocs.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/mkdocs.yml b/mkdocs.yml index eff0192..92bf827 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -22,6 +22,7 @@ nav: - Napari Label: napari_label_classes.md - Napari Open: napari_open.md - Points: Points.md + - Points Save: points_save.md - Get Centroids: get_centroids.md markdown_extensions: - toc: From c571456fc22f67ab6db628349c56e386dac75683 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Tue, 4 Jun 2024 12:01:30 -0500 Subject: [PATCH 16/18] move content into the same doc page for style matching --- docs/Points.md | 78 ++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 78 insertions(+) diff --git a/docs/Points.md b/docs/Points.md index 0d1d169..e9c1a1c 100644 --- a/docs/Points.md +++ b/docs/Points.md @@ -45,5 +45,83 @@ roi = pcv.roi.custom(img=img, vertices=marker.coords['default']) ``` +**plantcv.annotate.Points.save_coords**() + +- **Context:** + - Once point annotations are collected, save the list of coordinates with their class label to Outputs and later saved out to file + +**plantcv.annotate.Points.save_counts**() + +- **Context:** + - Once point annotations are collected, save the dictionary of counts with their class label to Outputs and later saved out to file + +- **Example use:** + - Remove noise from a microscopy image that is otherwise difficult to filter out with traditional computer vision + techniques, and recover stomata that were filtered out during mask cleaning. + +**Original Image with Annotations: "total" pollen** + +![Screenshot](img/documentation_images/points_save/all_pollen.png) + +**Original Image with Annotations: "germinated" pollen** + +![Screenshot](img/documentation_images/points_save/germinated_pollen.png) + +```python +import plantcv.plantcv as pcv +import plantcv.annotate as pcvan + +# Create an instance of the Points class +img, path, name = pcv.readimage("stomata.tif") + +# Segmentation & mask clean up steps here + +# Create an instance of the Points class & click on stomata +marker = pcvan.Points(img=img, figsize=(12,6)) + +marker.save_coords() +marker.save_counts() + +pcv.outputs.observations + +{'total': {'coordinates': {'trait': 'collected coordinates', + 'method': 'annotation', + 'scale': 'none', + 'datatype': "", + 'value': [(113, 58), + (353, 105), + (74, 240), + (103, 297), + (278, 333), + (185, 350), + (237, 335), + (244, 285), + (300, 192), + (295, 151), + (262, 178), + (321, 44), + (187, 158), + (160, 187), + (65, 186)], + 'label': 'none'}, + 'object_count': {'trait': 'count of category', + 'method': 'count', + 'scale': 'count', + 'datatype': "", + 'value': 15, + 'label': 'none'}}, + 'germinated': {'coordinates': {'trait': 'collected coordinates', + 'method': 'annotation', + 'scale': 'none', + 'datatype': "", + 'value': [(64, 186), (244, 286)], + 'label': 'none'}, + 'object_count': {'trait': 'count of category', + 'method': 'count', + 'scale': 'count', + 'datatype': "", + 'value': 2, + 'label': 'none'}}} +``` **Source Code:** [Here](https://github.com/danforthcenter/plantcv-annotate/blob/main/plantcv/annoate/classes.py) From 0b63e6feca83c0f0da63760424b20ee3c507b400 Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Tue, 4 Jun 2024 12:06:37 -0500 Subject: [PATCH 17/18] Delete points_save.md --- docs/points_save.md | 79 --------------------------------------------- 1 file changed, 79 deletions(-) delete mode 100644 docs/points_save.md diff --git a/docs/points_save.md b/docs/points_save.md deleted file mode 100644 index a60bfcf..0000000 --- a/docs/points_save.md +++ /dev/null @@ -1,79 +0,0 @@ -## Save Annotations to PlantCV Outputs - -Using [Jupyter Notebooks](https://plantcv.readthedocs.io/en/stable/jupyter/) it is possible to interactively click to collect coordinates from an image, then save the `counts` or coordinates (`coords`) to the [PlantCV Outputs class](https://plantcv.readthedocs.io/en/stable/outputs/). - -**plantcv.annotate.Points.save_coords**() - -- **Context:** - - Once point annotations are collected, save the list of coordinates with their class label to Outputs and later saved out to file with - -- **Example use:** - - Remove noise from a microscopy image that is otherwise difficult to filter out with traditional computer vision - techniques, and recover stomata that were filtered out during mask cleaning. - -**Original Image with Annotations: "total" pollen** - -![Screenshot](img/documentation_images/points_save/all_pollen.png) - -**Original Image with Annotations: "germinated" pollen** - -![Screenshot](img/documentation_images/points_save/germinated_pollen.png) - -```python -import plantcv.plantcv as pcv -import plantcv.annotate as pcvan - -# Create an instance of the Points class -img, path, name = pcv.readimage("stomata.tif") - -# Segmentation & mask clean up steps here - -# Create an instance of the Points class & click on stomata -marker = pcvan.Points(img=img, figsize=(12,6)) - -marker.save_coords() -marker.save_counts() - -pcv.outputs.observations - -{'total': {'coordinates': {'trait': 'collected coordinates', - 'method': 'annotation', - 'scale': 'none', - 'datatype': "", - 'value': [(113, 58), - (353, 105), - (74, 240), - (103, 297), - (278, 333), - (185, 350), - (237, 335), - (244, 285), - (300, 192), - (295, 151), - (262, 178), - (321, 44), - (187, 158), - (160, 187), - (65, 186)], - 'label': 'none'}, - 'object_count': {'trait': 'count of category', - 'method': 'count', - 'scale': 'count', - 'datatype': "", - 'value': 15, - 'label': 'none'}}, - 'germinated': {'coordinates': {'trait': 'collected coordinates', - 'method': 'annotation', - 'scale': 'none', - 'datatype': "", - 'value': [(64, 186), (244, 286)], - 'label': 'none'}, - 'object_count': {'trait': 'count of category', - 'method': 'count', - 'scale': 'count', - 'datatype': "", - 'value': 2, - 'label': 'none'}}} -``` - -**Source Code:** [Here](https://github.com/danforthcenter/plantcv-annotate/blob/main/plantcv/annotate/classes.py) From 1c19864e9fdddd48318fa73f1e8f70dcd50ea2fc Mon Sep 17 00:00:00 2001 From: HaleySchuhl Date: Tue, 4 Jun 2024 12:06:53 -0500 Subject: [PATCH 18/18] no longer planning to link out for now --- docs/Points.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/docs/Points.md b/docs/Points.md index e9c1a1c..93e1052 100644 --- a/docs/Points.md +++ b/docs/Points.md @@ -25,10 +25,9 @@ closest collected point. - **Context:** - Used to define a list of coordinates of interest. - - - **Example use:** - - (pcv.roi.multi) - - (pcv.roi.custom) + - pcv.roi.multi + - pcv.roi.custom ```python