diegola123
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Commit
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Training in progress epoch 0
Browse files- README.md +49 -50
- tf_model.h5 +1 -1
README.md
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@@ -15,82 +15,82 @@ probably proofread and complete it, then remove this comment. -->
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This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss:
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- Validation Loss:
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- Validation Mean Iou: 0.
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- Validation Mean Accuracy: 0.
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- Validation Overall Accuracy: 0.
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- Validation Accuracy Unlabeled: 0.0
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- Validation Accuracy Flat-road: 0.
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- Validation Accuracy Flat-sidewalk: 0.
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- Validation Accuracy Flat-crosswalk: 0.
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- Validation Accuracy Flat-cyclinglane: 0.
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- Validation Accuracy Flat-parkingdriveway: 0.
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- Validation Accuracy Flat-railtrack: nan
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- Validation Accuracy Flat-curb: 0.
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- Validation Accuracy Human-person: 0.
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- Validation Accuracy Human-rider: 0.0
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- Validation Accuracy Vehicle-car: 0.
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- Validation Accuracy Vehicle-truck: 0.0
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- Validation Accuracy Vehicle-bus: 0.0
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- Validation Accuracy Vehicle-tramtrain:
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- Validation Accuracy Vehicle-motorcycle: 0.0
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- Validation Accuracy Vehicle-bicycle: 0.
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- Validation Accuracy Vehicle-caravan:
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- Validation Accuracy Vehicle-cartrailer: 0.0
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- Validation Accuracy Construction-building: 0.
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- Validation Accuracy Construction-door: 0.0
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- Validation Accuracy Construction-wall: 0.
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- Validation Accuracy Construction-fenceguardrail: 0.
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- Validation Accuracy Construction-bridge:
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- Validation Accuracy Construction-tunnel:
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- Validation Accuracy Construction-stairs: 0.0
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- Validation Accuracy Object-pole: 0.
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- Validation Accuracy Object-trafficsign: 0.0
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- Validation Accuracy Object-trafficlight: 0.0
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- Validation Accuracy Nature-vegetation: 0.
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- Validation Accuracy Nature-terrain: 0.
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- Validation Accuracy Sky: 0.
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- Validation Accuracy Void-ground: 0.0
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- Validation Accuracy Void-dynamic: 0.0
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- Validation Accuracy Void-static: 0.
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- Validation Accuracy Void-unclear: 0.0
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- Validation Iou Unlabeled: 0.0
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- Validation Iou Flat-road: 0.
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- Validation Iou Flat-sidewalk: 0.
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- Validation Iou Flat-crosswalk: 0.
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- Validation Iou Flat-cyclinglane: 0.
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- Validation Iou Flat-parkingdriveway: 0.
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- Validation Iou Flat-railtrack: nan
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- Validation Iou Flat-curb: 0.
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- Validation Iou Human-person: 0.
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- Validation Iou Human-rider: 0.0
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- Validation Iou Vehicle-car: 0.
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- Validation Iou Vehicle-truck: 0.0
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- Validation Iou Vehicle-bus: 0.0
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- Validation Iou Vehicle-tramtrain:
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- Validation Iou Vehicle-motorcycle: 0.0
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- Validation Iou Vehicle-bicycle: 0.
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- Validation Iou Vehicle-caravan:
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- Validation Iou Vehicle-cartrailer: 0.0
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- Validation Iou Construction-building: 0.
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- Validation Iou Construction-door: 0.0
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- Validation Iou Construction-wall: 0.
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- Validation Iou Construction-fenceguardrail: 0.
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- Validation Iou Construction-bridge:
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- Validation Iou Construction-tunnel:
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- Validation Iou Construction-stairs: 0.0
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- Validation Iou Object-pole: 0.
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- Validation Iou Object-trafficsign: 0.0
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- Validation Iou Object-trafficlight: 0.0
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- Validation Iou Nature-vegetation: 0.
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- Validation Iou Nature-terrain: 0.
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- Validation Iou Sky: 0.
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- Validation Iou Void-ground: 0.0
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- Validation Iou Void-dynamic: 0.0
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- Validation Iou Void-static: 0.
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- Validation Iou Void-unclear: 0.0
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- Epoch:
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## Model description
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@@ -116,8 +116,7 @@ The following hyperparameters were used during training:
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| Train Loss | Validation Loss | Validation Mean Iou | Validation Mean Accuracy | Validation Overall Accuracy | Validation Accuracy Unlabeled | Validation Accuracy Flat-road | Validation Accuracy Flat-sidewalk | Validation Accuracy Flat-crosswalk | Validation Accuracy Flat-cyclinglane | Validation Accuracy Flat-parkingdriveway | Validation Accuracy Flat-railtrack | Validation Accuracy Flat-curb | Validation Accuracy Human-person | Validation Accuracy Human-rider | Validation Accuracy Vehicle-car | Validation Accuracy Vehicle-truck | Validation Accuracy Vehicle-bus | Validation Accuracy Vehicle-tramtrain | Validation Accuracy Vehicle-motorcycle | Validation Accuracy Vehicle-bicycle | Validation Accuracy Vehicle-caravan | Validation Accuracy Vehicle-cartrailer | Validation Accuracy Construction-building | Validation Accuracy Construction-door | Validation Accuracy Construction-wall | Validation Accuracy Construction-fenceguardrail | Validation Accuracy Construction-bridge | Validation Accuracy Construction-tunnel | Validation Accuracy Construction-stairs | Validation Accuracy Object-pole | Validation Accuracy Object-trafficsign | Validation Accuracy Object-trafficlight | Validation Accuracy Nature-vegetation | Validation Accuracy Nature-terrain | Validation Accuracy Sky | Validation Accuracy Void-ground | Validation Accuracy Void-dynamic | Validation Accuracy Void-static | Validation Accuracy Void-unclear | Validation Iou Unlabeled | Validation Iou Flat-road | Validation Iou Flat-sidewalk | Validation Iou Flat-crosswalk | Validation Iou Flat-cyclinglane | Validation Iou Flat-parkingdriveway | Validation Iou Flat-railtrack | Validation Iou Flat-curb | Validation Iou Human-person | Validation Iou Human-rider | Validation Iou Vehicle-car | Validation Iou Vehicle-truck | Validation Iou Vehicle-bus | Validation Iou Vehicle-tramtrain | Validation Iou Vehicle-motorcycle | Validation Iou Vehicle-bicycle | Validation Iou Vehicle-caravan | Validation Iou Vehicle-cartrailer | Validation Iou Construction-building | Validation Iou Construction-door | Validation Iou Construction-wall | Validation Iou Construction-fenceguardrail | Validation Iou Construction-bridge | Validation Iou Construction-tunnel | Validation Iou Construction-stairs | Validation Iou Object-pole | Validation Iou Object-trafficsign | Validation Iou Object-trafficlight | Validation Iou Nature-vegetation | Validation Iou Nature-terrain | Validation Iou Sky | Validation Iou Void-ground | Validation Iou Void-dynamic | Validation Iou Void-static | Validation Iou Void-unclear | Epoch |
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|:----------:|:---------------:|:-------------------:|:------------------------:|:---------------------------:|:-----------------------------:|:-----------------------------:|:---------------------------------:|:----------------------------------:|:------------------------------------:|:----------------------------------------:|:----------------------------------:|:-----------------------------:|:--------------------------------:|:-------------------------------:|:-------------------------------:|:---------------------------------:|:-------------------------------:|:-------------------------------------:|:--------------------------------------:|:-----------------------------------:|:-----------------------------------:|:--------------------------------------:|:-----------------------------------------:|:-------------------------------------:|:-------------------------------------:|:-----------------------------------------------:|:---------------------------------------:|:---------------------------------------:|:---------------------------------------:|:-------------------------------:|:--------------------------------------:|:---------------------------------------:|:-------------------------------------:|:----------------------------------:|:-----------------------:|:-------------------------------:|:--------------------------------:|:-------------------------------:|:--------------------------------:|:------------------------:|:------------------------:|:----------------------------:|:-----------------------------:|:-------------------------------:|:-----------------------------------:|:-----------------------------:|:------------------------:|:---------------------------:|:--------------------------:|:--------------------------:|:----------------------------:|:--------------------------:|:--------------------------------:|:---------------------------------:|:------------------------------:|:------------------------------:|:---------------------------------:|:------------------------------------:|:--------------------------------:|:--------------------------------:|:------------------------------------------:|:----------------------------------:|:----------------------------------:|:----------------------------------:|:--------------------------:|:---------------------------------:|:----------------------------------:|:--------------------------------:|:-----------------------------:|:------------------:|:--------------------------:|:---------------------------:|:--------------------------:|:---------------------------:|:-----:|
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| 0.9675 | 0.9235 | 0.1731 | 0.2326 | 0.7231 | 0.0 | 0.8544 | 0.7814 | 0.6123 | 0.6708 | 0.0943 | nan | 0.2225 | 0.0021 | 0.0 | 0.4943 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0007 | 0.0 | 0.0 | 0.8354 | 0.0 | 0.0824 | 0.0179 | nan | nan | 0.0 | 0.0980 | 0.0 | 0.0 | 0.8368 | 0.8757 | 0.9565 | 0.0 | 0.0 | 0.0083 | 0.0 | 0.0 | 0.5788 | 0.7239 | 0.3811 | 0.4478 | 0.0839 | nan | 0.1667 | 0.0021 | 0.0 | 0.4314 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0007 | 0.0 | 0.0 | 0.5237 | 0.0 | 0.0734 | 0.0177 | nan | nan | 0.0 | 0.0854 | 0.0 | 0.0 | 0.6620 | 0.5031 | 0.8488 | 0.0 | 0.0 | 0.0080 | 0.0 | 1 |
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### Framework versions
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This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 1.2568
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- Validation Loss: 1.0277
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- Validation Mean Iou: 0.1717
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- Validation Mean Accuracy: 0.2305
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- Validation Overall Accuracy: 0.7089
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- Validation Accuracy Unlabeled: 0.0
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- Validation Accuracy Flat-road: 0.7565
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- Validation Accuracy Flat-sidewalk: 0.8215
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- Validation Accuracy Flat-crosswalk: 0.6421
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- Validation Accuracy Flat-cyclinglane: 0.4804
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- Validation Accuracy Flat-parkingdriveway: 0.1174
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- Validation Accuracy Flat-railtrack: nan
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- Validation Accuracy Flat-curb: 0.2548
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- Validation Accuracy Human-person: 0.0847
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- Validation Accuracy Human-rider: 0.0
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- Validation Accuracy Vehicle-car: 0.7733
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- Validation Accuracy Vehicle-truck: 0.0
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- Validation Accuracy Vehicle-bus: 0.0
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- Validation Accuracy Vehicle-tramtrain: nan
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- Validation Accuracy Vehicle-motorcycle: 0.0
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- Validation Accuracy Vehicle-bicycle: 0.0
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- Validation Accuracy Vehicle-caravan: nan
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- Validation Accuracy Vehicle-cartrailer: 0.0
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- Validation Accuracy Construction-building: 0.6221
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- Validation Accuracy Construction-door: 0.0
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- Validation Accuracy Construction-wall: 0.1317
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- Validation Accuracy Construction-fenceguardrail: 0.0002
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- Validation Accuracy Construction-bridge: 0.0
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- Validation Accuracy Construction-tunnel: 0.0
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- Validation Accuracy Construction-stairs: 0.0
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- Validation Accuracy Object-pole: 0.0988
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- Validation Accuracy Object-trafficsign: 0.0
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- Validation Accuracy Object-trafficlight: 0.0
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- Validation Accuracy Nature-vegetation: 0.9727
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- Validation Accuracy Nature-terrain: 0.6553
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- Validation Accuracy Sky: 0.9463
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- Validation Accuracy Void-ground: 0.0
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- Validation Accuracy Void-dynamic: 0.0
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- Validation Accuracy Void-static: 0.0173
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- Validation Accuracy Void-unclear: 0.0
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- Validation Iou Unlabeled: 0.0
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- Validation Iou Flat-road: 0.4869
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- Validation Iou Flat-sidewalk: 0.7244
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- Validation Iou Flat-crosswalk: 0.3171
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- Validation Iou Flat-cyclinglane: 0.4769
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- Validation Iou Flat-parkingdriveway: 0.0943
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- Validation Iou Flat-railtrack: nan
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- Validation Iou Flat-curb: 0.1866
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- Validation Iou Human-person: 0.0608
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- Validation Iou Human-rider: 0.0
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- Validation Iou Vehicle-car: 0.4146
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- Validation Iou Vehicle-truck: 0.0
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- Validation Iou Vehicle-bus: 0.0
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- Validation Iou Vehicle-tramtrain: nan
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- Validation Iou Vehicle-motorcycle: 0.0
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- Validation Iou Vehicle-bicycle: 0.0
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- Validation Iou Vehicle-caravan: nan
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- Validation Iou Vehicle-cartrailer: 0.0
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- Validation Iou Construction-building: 0.4891
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- Validation Iou Construction-door: 0.0
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- Validation Iou Construction-wall: 0.1186
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- Validation Iou Construction-fenceguardrail: 0.0002
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- Validation Iou Construction-bridge: 0.0
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- Validation Iou Construction-tunnel: 0.0
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- Validation Iou Construction-stairs: 0.0
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- Validation Iou Object-pole: 0.0939
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- Validation Iou Object-trafficsign: 0.0
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- Validation Iou Object-trafficlight: 0.0
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- Validation Iou Nature-vegetation: 0.6589
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- Validation Iou Nature-terrain: 0.5986
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- Validation Iou Sky: 0.7578
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- Validation Iou Void-ground: 0.0
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- Validation Iou Void-dynamic: 0.0
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- Validation Iou Void-static: 0.0160
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- Validation Iou Void-unclear: 0.0
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- Epoch: 0
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## Model description
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| Train Loss | Validation Loss | Validation Mean Iou | Validation Mean Accuracy | Validation Overall Accuracy | Validation Accuracy Unlabeled | Validation Accuracy Flat-road | Validation Accuracy Flat-sidewalk | Validation Accuracy Flat-crosswalk | Validation Accuracy Flat-cyclinglane | Validation Accuracy Flat-parkingdriveway | Validation Accuracy Flat-railtrack | Validation Accuracy Flat-curb | Validation Accuracy Human-person | Validation Accuracy Human-rider | Validation Accuracy Vehicle-car | Validation Accuracy Vehicle-truck | Validation Accuracy Vehicle-bus | Validation Accuracy Vehicle-tramtrain | Validation Accuracy Vehicle-motorcycle | Validation Accuracy Vehicle-bicycle | Validation Accuracy Vehicle-caravan | Validation Accuracy Vehicle-cartrailer | Validation Accuracy Construction-building | Validation Accuracy Construction-door | Validation Accuracy Construction-wall | Validation Accuracy Construction-fenceguardrail | Validation Accuracy Construction-bridge | Validation Accuracy Construction-tunnel | Validation Accuracy Construction-stairs | Validation Accuracy Object-pole | Validation Accuracy Object-trafficsign | Validation Accuracy Object-trafficlight | Validation Accuracy Nature-vegetation | Validation Accuracy Nature-terrain | Validation Accuracy Sky | Validation Accuracy Void-ground | Validation Accuracy Void-dynamic | Validation Accuracy Void-static | Validation Accuracy Void-unclear | Validation Iou Unlabeled | Validation Iou Flat-road | Validation Iou Flat-sidewalk | Validation Iou Flat-crosswalk | Validation Iou Flat-cyclinglane | Validation Iou Flat-parkingdriveway | Validation Iou Flat-railtrack | Validation Iou Flat-curb | Validation Iou Human-person | Validation Iou Human-rider | Validation Iou Vehicle-car | Validation Iou Vehicle-truck | Validation Iou Vehicle-bus | Validation Iou Vehicle-tramtrain | Validation Iou Vehicle-motorcycle | Validation Iou Vehicle-bicycle | Validation Iou Vehicle-caravan | Validation Iou Vehicle-cartrailer | Validation Iou Construction-building | Validation Iou Construction-door | Validation Iou Construction-wall | Validation Iou Construction-fenceguardrail | Validation Iou Construction-bridge | Validation Iou Construction-tunnel | Validation Iou Construction-stairs | Validation Iou Object-pole | Validation Iou Object-trafficsign | Validation Iou Object-trafficlight | Validation Iou Nature-vegetation | Validation Iou Nature-terrain | Validation Iou Sky | Validation Iou Void-ground | Validation Iou Void-dynamic | Validation Iou Void-static | Validation Iou Void-unclear | Epoch |
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|:----------:|:---------------:|:-------------------:|:------------------------:|:---------------------------:|:-----------------------------:|:-----------------------------:|:---------------------------------:|:----------------------------------:|:------------------------------------:|:----------------------------------------:|:----------------------------------:|:-----------------------------:|:--------------------------------:|:-------------------------------:|:-------------------------------:|:---------------------------------:|:-------------------------------:|:-------------------------------------:|:--------------------------------------:|:-----------------------------------:|:-----------------------------------:|:--------------------------------------:|:-----------------------------------------:|:-------------------------------------:|:-------------------------------------:|:-----------------------------------------------:|:---------------------------------------:|:---------------------------------------:|:---------------------------------------:|:-------------------------------:|:--------------------------------------:|:---------------------------------------:|:-------------------------------------:|:----------------------------------:|:-----------------------:|:-------------------------------:|:--------------------------------:|:-------------------------------:|:--------------------------------:|:------------------------:|:------------------------:|:----------------------------:|:-----------------------------:|:-------------------------------:|:-----------------------------------:|:-----------------------------:|:------------------------:|:---------------------------:|:--------------------------:|:--------------------------:|:----------------------------:|:--------------------------:|:--------------------------------:|:---------------------------------:|:------------------------------:|:------------------------------:|:---------------------------------:|:------------------------------------:|:--------------------------------:|:--------------------------------:|:------------------------------------------:|:----------------------------------:|:----------------------------------:|:----------------------------------:|:--------------------------:|:---------------------------------:|:----------------------------------:|:--------------------------------:|:-----------------------------:|:------------------:|:--------------------------:|:---------------------------:|:--------------------------:|:---------------------------:|:-----:|
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| 1.2568 | 1.0277 | 0.1717 | 0.2305 | 0.7089 | 0.0 | 0.7565 | 0.8215 | 0.6421 | 0.4804 | 0.1174 | nan | 0.2548 | 0.0847 | 0.0 | 0.7733 | 0.0 | 0.0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.6221 | 0.0 | 0.1317 | 0.0002 | 0.0 | 0.0 | 0.0 | 0.0988 | 0.0 | 0.0 | 0.9727 | 0.6553 | 0.9463 | 0.0 | 0.0 | 0.0173 | 0.0 | 0.0 | 0.4869 | 0.7244 | 0.3171 | 0.4769 | 0.0943 | nan | 0.1866 | 0.0608 | 0.0 | 0.4146 | 0.0 | 0.0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.4891 | 0.0 | 0.1186 | 0.0002 | 0.0 | 0.0 | 0.0 | 0.0939 | 0.0 | 0.0 | 0.6589 | 0.5986 | 0.7578 | 0.0 | 0.0 | 0.0160 | 0.0 | 0 |
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### Framework versions
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 15167476
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version https://git-lfs.github.com/spec/v1
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oid sha256:7bc783b0f9d51d82eefa694aefc85f2bf34e2dc17d56160299172937f3880d5c
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size 15167476
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