akashmaggon / vit-base-crack-classification-aug

huggingface.co
Total runs: 13
24-hour runs: 2
7-day runs: 5
30-day runs: 8
Model's Last Updated: December 02 2023
image-classification

Introduction of vit-base-crack-classification-aug

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

vit-base-crack-classification-aug

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: 0.0165
  • Accuracy: 0.9907
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: 7
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.4964 1.0 212 0.3400 0.8796
0.249 2.0 424 0.1651 0.9236
0.1216 3.0 636 0.0585 0.9676
0.0488 4.0 848 0.0382 0.9769
0.0304 5.0 1060 0.0302 0.9907
0.0107 6.0 1272 0.0294 0.9838
0.0093 7.0 1484 0.0165 0.9907
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 on huggingface.co

13
Total runs
2
24-hour runs
4
3-day runs
5
7-day runs
8
30-day runs

More Information About vit-base-crack-classification-aug huggingface.co Model

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https://huggingface.co/akashmaggon/vit-base-crack-classification-aug

akashmaggon vit-base-crack-classification-aug online free

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https://huggingface.co/akashmaggon/vit-base-crack-classification-aug

vit-base-crack-classification-aug install

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

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https://huggingface.co/akashmaggon/vit-base-crack-classification-aug

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