vuongnhathien / convnext-base-more-aug

huggingface.co
Total runs: 6
24-hour runs: -1
7-day runs: -1
30-day runs: 0
Model's Last Updated: May 28 2024
image-classification

Introduction of convnext-base-more-aug

Model Details of convnext-base-more-aug

convext-base-more-aug

This model is a fine-tuned version of facebook/convnextv2-base-22k-384 on the imagefolder dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2060
  • Accuracy: 0.9488
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: 3e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.7313 1.0 1099 0.3851 0.8926
0.5999 2.0 2198 0.3025 0.9145
0.4509 3.0 3297 0.2613 0.9264
0.4366 4.0 4396 0.2300 0.9396
0.3953 5.0 5495 0.2278 0.9412
0.307 6.0 6594 0.2247 0.9427
0.2967 7.0 7693 0.2106 0.9443
0.2549 8.0 8792 0.2030 0.9491
0.275 9.0 9891 0.2036 0.9463
0.24 10.0 10990 0.2027 0.9471
Framework versions
  • Transformers 4.39.3
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of vuongnhathien convnext-base-more-aug on huggingface.co

6
Total runs
-1
24-hour runs
-2
3-day runs
-1
7-day runs
0
30-day runs

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