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glacierscopessegmentation
/
glacier_segmentation_transformer

Transformers
PyTorch
Safetensors
segformer
Generated from Trainer
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End of training

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  1. README.md +7 -7
  2. model.safetensors +1 -1
  3. training_args.bin +0 -0
README.md CHANGED
@@ -14,12 +14,12 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.0486
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- - Mean Iou: 0.9290
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- - Mean Accuracy: 0.9613
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- - Overall Accuracy: 0.9689
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- - Per Category Iou: [0.9479483232482238, 0.8761366638834206, 0.9630055275754064]
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- - Per Category Accuracy: [0.9715740329423541, 0.9266074721530069, 0.985718906585144]
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou | Per Category Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:-------------:|:----------------:|:------------------------------------------------------------:|:-----------------------------------------------------------:|
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- | 0.1074 | 1.0 | 1405 | 0.0486 | 0.9290 | 0.9613 | 0.9689 | [0.9479483232482238, 0.8761366638834206, 0.9630055275754064] | [0.9715740329423541, 0.9266074721530069, 0.985718906585144] |
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  ### Framework versions
 
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  This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.0487
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+ - Mean Iou: 0.9291
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+ - Mean Accuracy: 0.9615
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+ - Overall Accuracy: 0.9690
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+ - Per Category Iou: [0.9478173031154268, 0.8765017220155236, 0.9631064806754523]
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+ - Per Category Accuracy: [0.971444459460258, 0.9273714595198245, 0.9855562026816395]
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou | Per Category Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:-------------:|:----------------:|:------------------------------------------------------------:|:-----------------------------------------------------------:|
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+ | 0.107 | 1.0 | 1405 | 0.0487 | 0.9291 | 0.9615 | 0.9690 | [0.9478173031154268, 0.8765017220155236, 0.9631064806754523] | [0.971444459460258, 0.9273714595198245, 0.9855562026816395] |
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  ### Framework versions
model.safetensors CHANGED
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