Cannot convert geojson to PASCALVOS2012 format using createDataSpaceNet.py #117
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From my observation geoJson been passed into gpd.read_file(geoJson) is exactly a list object but the function accepts a string or url to read. Is this a bug? |
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I am getting this same error when running python spacenetutilities/scripts/createDataSpaceNet.py --srcImageryDirectory RGB-PanSharpen My OS: |
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Which version of |
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I am on branch spacenetV3. :) |
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What I did was installed the dependencies then I pulled down the repo (spacenetV3). After this I went to the directory spacenetutilities/scripts and then ran the command python createDataSpaceNet.py /AOI_2_Vegas/AOI_2_Vegas_Train/ |
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OK. Good to know. There are a few long-standing issues with this project that will be resolved in a related project to be announced shortly. In the meantime, I'm not entirely sure why your image path is being encapsulated in Sorry I can't be of more help! |
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Okay, sounds good. I will look into this and if I find a solution to this I will post it on here so if others run in to it they can have a short term solution until the announcement comes 😄 |
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So it seeems that gpd.read_file(geoJson) is looking for an attribute that has 'startswith' but there is no attribute in the json file (example: buildings_AOI_2_Vegas_img2364.geojson) that has the name: |
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i was using V3 branch as well. I finally gave this up and converted the annotation myself. |
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I've forked and added ...
if isinstance(geoJson, list):
geoJson = geoJson[0]
source_layer = gpd.read_file(geoJson) # this was existing
...at line ~116 and ~ 144 in I'm going to look to clean up this error and if it works, create a pull request. |
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It looks like the second error corresponds to an empty geojson file, so this issue should be done. I'll create a pull request. |
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@alexhagen thanks! We appreciate it. That DriverError is a common issue for empty geojsons. I'd recommend adding the following block to catch it: |
Hi,
I followed the instructions in README and ran the following command:
python spacenetutilities/scripts/createDataSpaceNet.py /home/yuankunhao/datasets/spacenet/AOI_4_Shanghai_Train
--srcImageryDirectory RGB-PanSharpen
--outputDirectory /home/yuankunhao/datasets/spacenet/AOI_4_Shanghai_Train/annotations
--annotationType PASCALVOC2012
--convertTo8Bit
--imgSizePix 400
The traceback is like this:
fullpathImageDirectory = /home/yuankunhao/datasets/spacenet/AOI_4_Shanghai_Train/RGB-PanSharpen fullpathGeoJsonDirectory = /home/yuankunhao/datasets/spacenet/AOI_4_Shanghai_Train/geojson/buildings [['/home/yuankunhao/datasets/spacenet/AOI_4_Shanghai_Train/RGB-PanSharpen/RGB-PanSharpen_AOI_4_Shanghai_img1001.tif', 'RGB-PanSharpen']] buildings | 0.00, 0.00, 121.61| | 0.00,-0.00, 31.42| | 0.00, 0.00, 1.00| Creating Chips: 0%| | 0/4 [00:00<?, ?it/s]Creating output file that is 400P x 400L. Processing /home/yuankunhao/datasets/spacenet/AOI_4_Shanghai_Train/RGB-PanSharpen/RGB-PanSharpen_AOI_4_Shanghai_img1001.tif [1/1] : 0...10...20...30...40...50...60...70...80...90...100 - done. Creating output file that is 400P x 400L. Processing /home/yuankunhao/datasets/spacenet/AOI_4_Shanghai_Train/RGB-PanSharpen/RGB-PanSharpen_AOI_4_Shanghai_img1001.tif [1/1] : 0...10...20...30...40...50...60...70...80...90...100 - done. Creating Chips: 50%|██████████████████████████████████████████████████████████ | 2/4 [00:00<00:00, 16.34it/s]Creating output file that is 400P x 400L. Processing /home/yuankunhao/datasets/spacenet/AOI_4_Shanghai_Train/RGB-PanSharpen/RGB-PanSharpen_AOI_4_Shanghai_img1001.tif [1/1] : 0...10...20...30...40...50...60...70...80...90...100 - done. Creating output file that is 400P x 400L. Processing /home/yuankunhao/datasets/spacenet/AOI_4_Shanghai_Train/RGB-PanSharpen/RGB-PanSharpen_AOI_4_Shanghai_img1001.tif [1/1] : 0...10...20...30...40...50...60...70...80...90...100 - done. Creating Chips: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4/4 [00:00<00:00, 16.11it/s] ['/home/yuankunhao/datasets/spacenet/AOI_4_Shanghai_Train/annotations/geojson/buildings/buildings__121.6147392_31.4137359.geojson'] Traceback (most recent call last): File "spacenetutilities/scripts/createDataSpaceNet.py", line 321, in <module> bboxResize= args.boundingBoxResize File "spacenetutilities/scripts/createDataSpaceNet.py", line 88, in processChipSummaryList bboxResize=bboxResize File "/home/yuankunhao/datasets/spacenet/utilities/spacenetutilities/labeltools/pascalVOCLabel.py", line 212, in geoJsonToPASCALVOC2012 borderValue=255 File "/home/yuankunhao/datasets/spacenet/utilities/spacenetutilities/labeltools/pascalVOCLabel.py", line 117, in geoJsonToPASCALVOC2012SegmentCls source_layer = gpd.read_file(geoJson) File "/root/anaconda3/envs/spacenet/lib/python3.7/site-packages/geopandas/io/file.py", line 71, in read_file with reader(path_or_bytes, **kwargs) as features: File "/root/anaconda3/envs/spacenet/lib/python3.7/site-packages/fiona/env.py", line 397, in wrapper return f(*args, **kwargs) File "/root/anaconda3/envs/spacenet/lib/python3.7/site-packages/fiona/__init__.py", line 249, in open path = parse_path(fp) File "/root/anaconda3/envs/spacenet/lib/python3.7/site-packages/fiona/path.py", line 132, in parse_path elif path.startswith('/vsi'): AttributeError: 'list' object has no attribute 'startswith'The printed line [['/home/yuankunhao/datasets/spacenet/AOI_4_Shanghai_Train/RGB-PanSharpen/RGB-PanSharpen_AOI_4_Shanghai_img1001.tif', 'RGB-PanSharpen']] is what i inspected in pascalVOCLabel.py 117 line, the geoJson in
source_layer = gpd.read_file(geoJson)Does anyone know what's happened and how to convert correctly to PASCALVOC2012 format?
Many thanks!
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