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qubvel-org/segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

3 good first / help-wanted issues · Python · last activity Jul 27, 2026

computer-vision deeplab-v3-plus deeplabv3 dpt fpn image-processing image-segmentation imagenet models pretrained-weights pspnet pytorch segformer segmentation segmentation-models semantic-segmentation transformers unet unet-pytorch unetplusplus
3 Open Issues Need Help Last updated: Jul 27, 2026

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good first issue feature
qubvel-org/segmentation_models.pytorch
11.7K

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Python
#computer-vision#deeplab-v3-plus#deeplabv3#dpt#fpn#image-processing#image-segmentation#imagenet#models#pretrained-weights#pspnet#pytorch#segformer#segmentation#segmentation-models#semantic-segmentation#transformers#unet#unet-pytorch#unetplusplus
qubvel-org/segmentation_models.pytorch
11.7K

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Python
#computer-vision#deeplab-v3-plus#deeplabv3#dpt#fpn#image-processing#image-segmentation#imagenet#models#pretrained-weights#pspnet#pytorch#segformer#segmentation#segmentation-models#semantic-segmentation#transformers#unet#unet-pytorch#unetplusplus
help wanted new-model good difficult issue
qubvel-org/segmentation_models.pytorch
11.7K

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Python
#computer-vision#deeplab-v3-plus#deeplabv3#dpt#fpn#image-processing#image-segmentation#imagenet#models#pretrained-weights#pspnet#pytorch#segformer#segmentation#segmentation-models#semantic-segmentation#transformers#unet#unet-pytorch#unetplusplus