davanstrien / convnext-tiny-224-wikiart

huggingface.co
Total runs: 8
24-hour runs: 1
7-day runs: -3
30-day runs: -8
Model's Last Updated: September 11 2023
image-classification

Introduction of convnext-tiny-224-wikiart

Model Details of convnext-tiny-224-wikiart

convnext-tiny-224-wikiart

This model is a fine-tuned version of facebook/convnext-tiny-224 on the huggan/wikiart dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8022
  • Accuracy: 0.7140
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: 2e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 1337
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5.0
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.9779 1.0 8654 0.9191 0.6743
0.9959 2.0 17308 0.8523 0.6941
1.0344 3.0 25962 0.8277 0.7023
0.8853 4.0 34616 0.8126 0.7100
0.9557 5.0 43270 0.8022 0.7140
Framework versions
  • Transformers 4.28.0.dev0
  • Pytorch 1.13.0+cu117
  • Datasets 2.10.1
  • Tokenizers 0.13.2

Runs of davanstrien convnext-tiny-224-wikiart on huggingface.co

8
Total runs
1
24-hour runs
1
3-day runs
-3
7-day runs
-8
30-day runs

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convnext-tiny-224-wikiart is an open source model from GitHub that offers a free installation service, and any user can find convnext-tiny-224-wikiart on GitHub to install. At the same time, huggingface.co provides the effect of convnext-tiny-224-wikiart install, users can directly use convnext-tiny-224-wikiart installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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