NVIDIA
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Model
NVIDIA
OneFormer ResearchOneFormer is a unified AI model for multiple image segmentation tasks, including semantic, instance, and panoptic segmentation.
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4 Versions
oneformer_ade_pretrained_research_deployable_v1.0SignedThis image has a digital signature verifying that it has not been altered or corrupted since its signing.12/08/2025 9:48 PM UTC881.23 MBGPU: A100Copied!
oneformer_ade_pretrained_research_deployable_v1.0Signed
This image has a digital signature verifying that it has not been altered or corrupted since its signing.
12/08/2025 9:48 PM UTC881.23 MBGPU: A100
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SHA256 digests
| Key | Value |
|---|---|
| oneformer_ade_pretrained_research_deployable.onnx | f5e84d81b5e3740ef3331ece2cfd9dfd8b4fdf7dca5e90caf7babc48fed3ca3b |
TAO Toolkit API
| Key | Value |
|---|---|
| is_backbone | False |
| endpoints | ['oneformer'] |
| format_version | 0.0.1 |
| deployable | True |
| model_format | onnx |
| tao_version | ['>=5.5.0'] |
TAO Toolkit UI Metadata
| Key | Value |
|---|---|
| mIoU | 56.42% |
| task | semantic segmentation |
| format_version | 0.0.1 |
| backbone_type | transformer |
| domain | pretrained |
| num_parameters | 237M |
| backbone_class | swin_large |
oneformer_ade_pretrained_research_trainable_v1.0SignedThis image has a digital signature verifying that it has not been altered or corrupted since its signing.12/08/2025 9:47 PM UTC2.65 GBGPU: A100Copied!
oneformer_ade_pretrained_research_trainable_v1.0Signed
This image has a digital signature verifying that it has not been altered or corrupted since its signing.
12/08/2025 9:47 PM UTC2.65 GBGPU: A100
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SHA256 digests
| Key | Value |
|---|---|
| model_epoch_003_step_02528.pth | bd727f429eba64978afdf87fadb98a801a0574b45fe033faf3514b4045e561f4 |
TAO Toolkit API
| Key | Value |
|---|---|
| is_backbone | False |
| endpoints | ['oneformer'] |
| format_version | 0.0.1 |
| model_format | pth |
| tao_version | ['>=5.5.0'] |
| trainable | True |
TAO Toolkit UI Metadata
| Key | Value |
|---|---|
| mIoU | 56.72% |
| task | semantic segmentation |
| format_version | 0.0.1 |
| backbone_type | transformer |
| domain | pretrained |
| num_parameters | 237M |
| backbone_class | swin_large |
oneformer_coco_pretrained_researchSelectedSignedThis image has a digital signature verifying that it has not been altered or corrupted since its signing.12/08/2025 9:47 PM UTC2.65 GBGPU: A100Copied!
oneformer_coco_pretrained_researchSelectedSigned
This image has a digital signature verifying that it has not been altered or corrupted since its signing.
12/08/2025 9:47 PM UTC2.65 GBGPU: A100
Copied!
SHA256 digests
| Key | Value |
|---|---|
| oneformer_pretrained_research.pth | 1627287f51067e8511973b914d94b071414e16b4830ecd9efe5ad78b97207c6c |
TAO Toolkit API
| Key | Value |
|---|---|
| is_backbone | False |
| endpoints | ['oneformer'] |
| format_version | 0.0.1 |
| model_format | pth |
| tao_version | ['>=5.5.0'] |
| trainable | True |
TAO Toolkit UI Metadata
| Key | Value |
|---|---|
| mIoU | 68.53% |
| task | semantic segmentation |
| format_version | 0.0.1 |
| backbone_type | transformer |
| domain | pretrained |
| num_parameters | 237M |
| backbone_class | swin_large |
oneformer_voneformer_coco_pretrained_research_deployable_v1.0SignedThis image has a digital signature verifying that it has not been altered or corrupted since its signing.12/08/2025 9:47 PM UTC881.33 MBGPU: A100Copied!
oneformer_voneformer_coco_pretrained_research_deployable_v1.0Signed
This image has a digital signature verifying that it has not been altered or corrupted since its signing.
12/08/2025 9:47 PM UTC881.33 MBGPU: A100
Copied!
SHA256 digests
| Key | Value |
|---|---|
| oneformer_coco_pretrained_research_deployable_v1.0.onnx | aeeca77f14dfffb65a456154d3505f095b529eb37c878e57f5bfd0d865e87292 |
TAO Toolkit API
| Key | Value |
|---|---|
| is_backbone | False |
| endpoints | ['oneformer'] |
| format_version | 0.0.1 |
| deployable | True |
| model_format | onnx |
| tao_version | ['>=5.5.0'] |
TAO Toolkit UI Metadata
| Key | Value |
|---|---|
| mIoU | 68.53% |
| task | semantic segmentation |
| format_version | 0.0.1 |
| backbone_type | transformer |
| domain | pretrained |
| num_parameters | 237M |
| backbone_class | swin_large |