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# Multi-task Image Segmentation
Oneformer Coco Dinat Large
MIT
A unified single Transformer architecture for image segmentation, supporting three major tasks: semantic segmentation, instance segmentation, and panoptic segmentation
Image Segmentation
Transformers
TransformersO
shi-labs
38
7
Oneformer Ade20k Dinat Large
MIT
The first multi-task universal image segmentation framework supporting semantic/instance/panoptic segmentation with a single model
Image Segmentation Transformers
TransformersO
shi-labs
2,275
12
Oneformer Cityscapes Swin Large
MIT
The first multi-task universal image segmentation framework, supporting semantic/instance/panoptic segmentation tasks with a single model
Image Segmentation Transformers
TransformersO
shi-labs
1,784
2
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