update model card README.md

README.md

@@ -1,8 +1,6 @@
 ---
 license: apache-2.0
 tags:
-- image-segmentation
-- vision
 - generated_from_trainer
 model-index:
 - name: segformer-finetuned-sidewalk-50-epochs
@@ -14,82 +12,7 @@ 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 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
+This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the None dataset.
 
 ## Model description