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While running the "# train model for 40 epochs" block in `cars segmentation (camvid).ipynb` I get the following error:
```
cv2.error: OpenCV(4.5.5) /io/opencv/modules/imgproc/src/color.cpp:182: er…
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Thanks for a wonderful repository @divamgupta ! :)
I used `visualize_dataset.py` to view the dataset. The class numbers are displayed in numbers as below.
```
Found the following classes in the …
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Hi @dronclick
I'm trying to implement the binary semantic segmentation using the [Amazing-Semantic-Segmentation](https://github.com/luyanger1799/Amazing-Semantic-Segmentation) repo, and need some he…
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I like to segment roads, curbs, line markings, and backgrounds on a dataset similar to cityscape or camvid. I see ocrnet is the SOTA for the cityscape dataset and tried to pretrained the model of ocrn…
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Could you give a ballpark on how long the training took and what kind of hardware you used? I ran the baseline shell script for CAMVID only with 2 GPUs and timed out after 24 hours, and I was curious …
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I followed the sample all the way to the end. Right after the last prediction example. I add the following line. I tried other methods of reading the image file. The results are the same.
Thanks fo…
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https://github.com/qubvel/segmentation_models.pytorch/blob/master/examples/cars%20segmentation%20(camvid).ipynb
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13 model_dir = tempfile.mkdtemp()
---> 14 tf.gfile.MakeDirs(model_dir…
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@qubvel
albu.IAAPerspective(p=0.5) expects masks to have 0, 1 as integer (ref: https://albumentations.readthedocs.io/en/latest/api/imgaug.html#albumentations.imgaug.transforms.IAAPerspective), but t…
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Can someone provide me with relevant code or PR about CamVid, thank you very much.
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Would you tell me when do I use the 'multticlass' option in Loss?
When I set the class to 'cars' and 'building' in cars segmentation (camvid).ipynb, I also cannot find 'multiclass' does not work. Whe…