akashmaggon / vit-base-crack-classification-aug-last

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Total runs: 11
24-hour runs: 0
7-day runs: -3
30-day runs: 2
Model's Last Updated: December 04 2023
image-classification

Introduction of vit-base-crack-classification-aug-last

Model Details of vit-base-crack-classification-aug-last

vit-base-crack-classification-aug-last

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0124
  • F1: 0.9943
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0002
  • train_batch_size: 32
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 6
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss F1
0.4012 1.0 212 0.3809 0.8400
0.1153 2.0 424 0.1429 0.9465
0.0467 3.0 636 0.0742 0.9628
0.0097 4.0 848 0.0194 0.9907
0.0062 5.0 1060 0.0163 0.9943
0.0039 6.0 1272 0.0124 0.9943
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu118
  • Datasets 2.15.0
  • Tokenizers 0.15.0

Runs of akashmaggon vit-base-crack-classification-aug-last on huggingface.co

11
Total runs
0
24-hour runs
-2
3-day runs
-3
7-day runs
2
30-day runs

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vit-base-crack-classification-aug-last install

vit-base-crack-classification-aug-last is an open source model from GitHub that offers a free installation service, and any user can find vit-base-crack-classification-aug-last on GitHub to install. At the same time, huggingface.co provides the effect of vit-base-crack-classification-aug-last install, users can directly use vit-base-crack-classification-aug-last installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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