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segformer-finetuned-sidewalk-10k-steps

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Files changed (6) hide show
  1. README.md +78 -1
  2. all_results.json +85 -0
  3. eval_results.json +80 -0
  4. runs/Nov28_10-59-00_dlcgpu01/events.out.tfevents.1732788267.dlcgpu01.12947.1 +3 -0
  5. train_results.json +8 -0
  6. trainer_state.json +123 -0
README.md CHANGED
@@ -3,6 +3,8 @@ library_name: transformers
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  license: apache-2.0
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  base_model: microsoft/beit-base-finetuned-ade-640-640
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  tags:
 
 
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  - generated_from_trainer
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  model-index:
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  - name: segformer-finetuned-sidewalk-10k-steps
@@ -14,7 +16,82 @@ should probably proofread and complete it, then remove this comment. -->
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  # segformer-finetuned-sidewalk-10k-steps
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- This model is a fine-tuned version of [microsoft/beit-base-finetuned-ade-640-640](https://huggingface.co/microsoft/beit-base-finetuned-ade-640-640) on an unknown dataset.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Model description
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  license: apache-2.0
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  base_model: microsoft/beit-base-finetuned-ade-640-640
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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: segformer-finetuned-sidewalk-10k-steps
 
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  # segformer-finetuned-sidewalk-10k-steps
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+ This model is a fine-tuned version of [microsoft/beit-base-finetuned-ade-640-640](https://huggingface.co/microsoft/beit-base-finetuned-ade-640-640) on the segments/sidewalk-semantic dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 4.3689
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+ - Mean Iou: 0.0246
23
+ - Mean Accuracy: 0.0522
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+ - Overall Accuracy: 0.3811
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+ - Accuracy Unlabeled: nan
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+ - Accuracy Flat-road: 0.0001
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+ - Accuracy Flat-sidewalk: 0.9230
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+ - Accuracy Flat-crosswalk: 0.0006
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+ - Accuracy Flat-cyclinglane: 0.0
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+ - Accuracy Flat-parkingdriveway: 0.0
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+ - Accuracy Flat-railtrack: nan
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+ - Accuracy Flat-curb: 0.0001
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+ - Accuracy Human-person: 0.0
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+ - Accuracy Human-rider: 0.0
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+ - Accuracy Vehicle-car: 0.2010
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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: 0.0
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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: 0.3912
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+ - Accuracy Construction-door: 0.0
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+ - Accuracy Construction-wall: 0.0001
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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: 0.0
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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: 0.1472
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+ - Accuracy Nature-terrain: 0.0
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+ - Accuracy Sky: 0.0
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+ - Accuracy Void-ground: 0.0
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+ - Accuracy Void-dynamic: 0.0000
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+ - Accuracy Void-static: 0.0083
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+ - Accuracy Void-unclear: 0.0
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+ - Iou Unlabeled: nan
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+ - Iou Flat-road: 0.0001
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+ - Iou Flat-sidewalk: 0.4443
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+ - Iou Flat-crosswalk: 0.0005
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+ - Iou Flat-cyclinglane: 0.0
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+ - Iou Flat-parkingdriveway: 0.0
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+ - Iou Flat-railtrack: 0.0
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+ - Iou Flat-curb: 0.0001
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+ - Iou Human-person: 0.0
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+ - Iou Human-rider: 0.0
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+ - Iou Vehicle-car: 0.0811
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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: 0.0
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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: 0.1522
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+ - Iou Construction-door: 0.0
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+ - Iou Construction-wall: 0.0001
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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: 0.0
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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: 0.1271
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+ - Iou Nature-terrain: 0.0
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+ - Iou Sky: 0.0
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+ - Iou Void-ground: 0.0
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+ - Iou Void-dynamic: 0.0000
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+ - Iou Void-static: 0.0062
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+ - Iou Void-unclear: 0.0
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96
  ## Model description
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