Hemg / Birds-class-40K

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: -1
30-day runs: -1
Model's Last Updated: March 29 2024
image-classification

Introduction of Birds-class-40K

Model Details of Birds-class-40K

Birds-class-40K

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: 0.4278
  • Accuracy: 0.9297
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
4.5057 1.0 125 2.2679 0.8518
1.2568 2.0 250 0.7848 0.9016
0.5468 3.0 375 0.5060 0.9209
0.373 4.0 500 0.4278 0.9297
Framework versions
  • Transformers 4.39.2
  • Pytorch 2.2.2+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of Hemg Birds-class-40K on huggingface.co

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

More Information About Birds-class-40K huggingface.co Model

More Birds-class-40K license Visit here:

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

Birds-class-40K huggingface.co

Birds-class-40K huggingface.co is an AI model on huggingface.co that provides Birds-class-40K's model effect (), which can be used instantly with this Hemg Birds-class-40K model. huggingface.co supports a free trial of the Birds-class-40K model, and also provides paid use of the Birds-class-40K. Support call Birds-class-40K model through api, including Node.js, Python, http.

Birds-class-40K huggingface.co Url

https://huggingface.co/Hemg/Birds-class-40K

Hemg Birds-class-40K online free

Birds-class-40K huggingface.co is an online trial and call api platform, which integrates Birds-class-40K's modeling effects, including api services, and provides a free online trial of Birds-class-40K, you can try Birds-class-40K online for free by clicking the link below.

Hemg Birds-class-40K online free url in huggingface.co:

https://huggingface.co/Hemg/Birds-class-40K

Birds-class-40K install

Birds-class-40K is an open source model from GitHub that offers a free installation service, and any user can find Birds-class-40K on GitHub to install. At the same time, huggingface.co provides the effect of Birds-class-40K install, users can directly use Birds-class-40K installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Birds-class-40K install url in huggingface.co:

https://huggingface.co/Hemg/Birds-class-40K

Url of Birds-class-40K

Birds-class-40K huggingface.co Url

Provider of Birds-class-40K huggingface.co

Hemg
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