Commit
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Parent(s):
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Model save
Browse files- README.md +3 -78
- model.safetensors +1 -1
README.md
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license: other
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base_model: nvidia/mit-b0
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tags:
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- image-segmentation
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- vision
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- generated_from_trainer
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model-index:
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- name: Segments
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results: []
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@@ -15,82 +15,7 @@ should probably proofread and complete it, then remove this comment. -->
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# Segments
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This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the
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It achieves the following results on the evaluation set:
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- Loss: 0.9830
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- Mean Iou: 0.1931
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- Mean Accuracy: 0.2401
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- Overall Accuracy: 0.7586
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- Accuracy Unlabeled: nan
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- Accuracy Flat-road: 0.7259
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- Accuracy Flat-sidewalk: 0.9518
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- Accuracy Flat-crosswalk: 0.5588
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- Accuracy Flat-cyclinglane: 0.5550
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- Accuracy Flat-parkingdriveway: 0.1159
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- Accuracy Flat-railtrack: nan
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- Accuracy Flat-curb: 0.1277
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- Accuracy Human-person: 0.0990
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- Accuracy Human-rider: 0.0
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- Accuracy Vehicle-car: 0.9049
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- Accuracy Vehicle-truck: 0.0
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- Accuracy Vehicle-bus: 0.0
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- Accuracy Vehicle-tramtrain: nan
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- Accuracy Vehicle-motorcycle: 0.0
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- Accuracy Vehicle-bicycle: 0.0
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- Accuracy Vehicle-caravan: 0.0
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- Accuracy Vehicle-cartrailer: 0.0
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- Accuracy Construction-building: 0.8590
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- Accuracy Construction-door: 0.0
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- Accuracy Construction-wall: 0.0013
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- Accuracy Construction-fenceguardrail: 0.0
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- Accuracy Construction-bridge: 0.0
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- Accuracy Construction-tunnel: nan
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- Accuracy Construction-stairs: 0.0
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- Accuracy Object-pole: 0.0088
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- Accuracy Object-trafficsign: 0.0
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- Accuracy Object-trafficlight: 0.0
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- Accuracy Nature-vegetation: 0.9206
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- Accuracy Nature-terrain: 0.7756
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- Accuracy Sky: 0.8391
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- Accuracy Void-ground: 0.0
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- Accuracy Void-dynamic: 0.0
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- Accuracy Void-static: 0.0
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- Accuracy Void-unclear: 0.0
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- Iou Unlabeled: nan
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- Iou Flat-road: 0.5951
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- Iou Flat-sidewalk: 0.7822
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- Iou Flat-crosswalk: 0.5498
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- Iou Flat-cyclinglane: 0.4666
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- Iou Flat-parkingdriveway: 0.1001
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- Iou Flat-railtrack: nan
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- Iou Flat-curb: 0.1078
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- Iou Human-person: 0.0979
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- Iou Human-rider: 0.0
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- Iou Vehicle-car: 0.6265
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- Iou Vehicle-truck: 0.0
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- Iou Vehicle-bus: 0.0
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- Iou Vehicle-tramtrain: nan
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- Iou Vehicle-motorcycle: 0.0
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- Iou Vehicle-bicycle: 0.0
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- Iou Vehicle-caravan: 0.0
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- Iou Vehicle-cartrailer: 0.0
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- Iou Construction-building: 0.4997
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- Iou Construction-door: 0.0
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- Iou Construction-wall: 0.0013
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- Iou Construction-fenceguardrail: 0.0
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- Iou Construction-bridge: 0.0
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- Iou Construction-tunnel: nan
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- Iou Construction-stairs: 0.0
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- Iou Object-pole: 0.0088
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- Iou Object-trafficsign: 0.0
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- Iou Object-trafficlight: 0.0
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- Iou Nature-vegetation: 0.7405
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- Iou Nature-terrain: 0.6034
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- Iou Sky: 0.8052
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- Iou Void-ground: 0.0
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- Iou Void-dynamic: 0.0
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- Iou Void-static: 0.0
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- Iou Void-unclear: 0.0
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## Model description
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license: other
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base_model: nvidia/mit-b0
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tags:
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- generated_from_trainer
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datasets:
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- scene_parse_150
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model-index:
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- name: Segments
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results: []
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# Segments
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This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the scene_parse_150 dataset.
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## Model description
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model.safetensors
CHANGED
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 15036944
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version https://git-lfs.github.com/spec/v1
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oid sha256:37953f73bc52e471809b67b5a08dd65eb31d7d13a735a8e4edb4ab82f3e5b37d
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size 15036944
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