update model card README.md

README.md

@@ -1,6 +1,8 @@
 ---
 license: apache-2.0
 tags:
+- image-segmentation
+- vision
 - generated_from_trainer
 model-index:
 - name: segformer-finetuned-sidewalk-50-epochs
@@ -12,7 +14,82 @@ should probably proofread and complete it, then remove this comment. -->
 
 # segformer-finetuned-sidewalk-50-epochs
 
-This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the None dataset.
+This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the segments/sidewalk-semantic dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7794
+- Mean Iou: 0.2323
+- Mean Accuracy: 0.2967
+- Overall Accuracy: 0.7880
+- Accuracy Unlabeled: nan
+- Accuracy Flat-road: 0.7710
+- Accuracy Flat-sidewalk: 0.9216
+- Accuracy Flat-crosswalk: 0.2824
+- Accuracy Flat-cyclinglane: 0.7632
+- Accuracy Flat-parkingdriveway: 0.2202
+- Accuracy Flat-railtrack: nan
+- Accuracy Flat-curb: 0.5054
+- Accuracy Human-person: 0.5200
+- Accuracy Human-rider: 0.0
+- Accuracy Vehicle-car: 0.9194
+- Accuracy Vehicle-truck: 0.0
+- Accuracy Vehicle-bus: 0.0
+- Accuracy Vehicle-tramtrain: nan
+- Accuracy Vehicle-motorcycle: 0.0
+- Accuracy Vehicle-bicycle: 0.0
+- Accuracy Vehicle-caravan: 0.0
+- Accuracy Vehicle-cartrailer: 0.0
+- Accuracy Construction-building: 0.8614
+- Accuracy Construction-door: 0.0
+- Accuracy Construction-wall: 0.4325
+- Accuracy Construction-fenceguardrail: 0.0652
+- Accuracy Construction-bridge: 0.0
+- Accuracy Construction-tunnel: nan
+- Accuracy Construction-stairs: 0.0
+- Accuracy Object-pole: 0.2563
+- Accuracy Object-trafficsign: 0.0
+- Accuracy Object-trafficlight: 0.0
+- Accuracy Nature-vegetation: 0.9089
+- Accuracy Nature-terrain: 0.8215
+- Accuracy Sky: 0.8732
+- Accuracy Void-ground: 0.0
+- Accuracy Void-dynamic: 0.0
+- Accuracy Void-static: 0.0739
+- Accuracy Void-unclear: 0.0
+- Iou Unlabeled: nan
+- Iou Flat-road: 0.5975
+- Iou Flat-sidewalk: 0.8299
+- Iou Flat-crosswalk: 0.2624
+- Iou Flat-cyclinglane: 0.5689
+- Iou Flat-parkingdriveway: 0.1733
+- Iou Flat-railtrack: nan
+- Iou Flat-curb: 0.3084
+- Iou Human-person: 0.3708
+- Iou Human-rider: 0.0
+- Iou Vehicle-car: 0.6164
+- Iou Vehicle-truck: 0.0
+- Iou Vehicle-bus: 0.0
+- Iou Vehicle-tramtrain: nan
+- Iou Vehicle-motorcycle: 0.0
+- Iou Vehicle-bicycle: 0.0
+- Iou Vehicle-caravan: 0.0
+- Iou Vehicle-cartrailer: 0.0
+- Iou Construction-building: 0.6305
+- Iou Construction-door: 0.0
+- Iou Construction-wall: 0.3016
+- Iou Construction-fenceguardrail: 0.0580
+- Iou Construction-bridge: 0.0
+- Iou Construction-tunnel: nan
+- Iou Construction-stairs: 0.0
+- Iou Object-pole: 0.1310
+- Iou Object-trafficsign: 0.0
+- Iou Object-trafficlight: 0.0
+- Iou Nature-vegetation: 0.7954
+- Iou Nature-terrain: 0.6628
+- Iou Sky: 0.8233
+- Iou Void-ground: 0.0
+- Iou Void-dynamic: 0.0
+- Iou Void-static: 0.0705
+- Iou Void-unclear: 0.0
 
 ## Model description