tonyassi / art_classifier

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 2
30-day runs: -4
Model's Last Updated: November 21 2023
image-classification

Introduction of art_classifier

Model Details of art_classifier

art_classifier

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7972
  • Accuracy: 0.7692
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: 5e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Accuracy
No log 0.8 2 1.0677 0.5128
No log 2.0 5 0.9809 0.6667
No log 2.8 7 0.9331 0.6410
0.9889 4.0 10 0.8836 0.6667
0.9889 4.8 12 0.8566 0.7436
0.9889 6.0 15 0.8382 0.7179
0.9889 6.8 17 0.8205 0.7692
0.774 8.0 20 0.7972 0.7692
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.1
  • Datasets 2.15.0
  • Tokenizers 0.15.0

Runs of tonyassi art_classifier on huggingface.co

4
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
-4
30-day runs

More Information About art_classifier huggingface.co Model

More art_classifier license Visit here:

https://choosealicense.com/licenses/apache-2.0

art_classifier huggingface.co

art_classifier huggingface.co is an AI model on huggingface.co that provides art_classifier's model effect (), which can be used instantly with this tonyassi art_classifier model. huggingface.co supports a free trial of the art_classifier model, and also provides paid use of the art_classifier. Support call art_classifier model through api, including Node.js, Python, http.

art_classifier huggingface.co Url

https://huggingface.co/tonyassi/art_classifier

tonyassi art_classifier online free

art_classifier huggingface.co is an online trial and call api platform, which integrates art_classifier's modeling effects, including api services, and provides a free online trial of art_classifier, you can try art_classifier online for free by clicking the link below.

tonyassi art_classifier online free url in huggingface.co:

https://huggingface.co/tonyassi/art_classifier

art_classifier install

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

art_classifier install url in huggingface.co:

https://huggingface.co/tonyassi/art_classifier

Url of art_classifier

art_classifier huggingface.co Url

Provider of art_classifier huggingface.co

tonyassi
ORGANIZATIONS

Other API from tonyassi

huggingface.co

Total runs: 11
Run Growth: -2
Growth Rate: -18.18%
Updated:March 20 2024
huggingface.co

Total runs: 11
Run Growth: 7
Growth Rate: 63.64%
Updated:February 27 2024
huggingface.co

Total runs: 8
Run Growth: 7
Growth Rate: 87.50%
Updated:November 08 2023
huggingface.co

Total runs: 3
Run Growth: 1
Growth Rate: 33.33%
Updated:November 08 2023
huggingface.co

Total runs: 3
Run Growth: 2
Growth Rate: 66.67%
Updated:August 15 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:March 11 2026