Hemg / Birds-class

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 2
30-day runs: 4
Model's Last Updated: March 20 2024
image-classification

Introduction of Birds-class

Model Details of Birds-class

Birds-class

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: 0.4255
  • Accuracy: 0.9129
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: 0.0003
  • train_batch_size: 64
  • eval_batch_size: 64
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 256
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 4
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
4.0211 1.0 262 1.5226 0.8080
0.8924 2.0 525 0.6679 0.8736
0.4857 3.0 787 0.5010 0.8967
0.3602 3.99 1048 0.4255 0.9129
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of Hemg Birds-class on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
4
30-day runs

More Information About Birds-class huggingface.co Model

More Birds-class license Visit here:

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

Birds-class huggingface.co

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

Birds-class huggingface.co Url

https://huggingface.co/Hemg/Birds-class

Hemg Birds-class online free

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

Hemg Birds-class online free url in huggingface.co:

https://huggingface.co/Hemg/Birds-class

Birds-class install

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

Birds-class install url in huggingface.co:

https://huggingface.co/Hemg/Birds-class

Url of Birds-class

Birds-class huggingface.co Url

Provider of Birds-class huggingface.co

Hemg
ORGANIZATIONS

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