Hemg / sign-language-classification

huggingface.co
Total runs: 19
24-hour runs: 0
7-day runs: 5
30-day runs: 9
Model's Last Updated: March 15 2024
image-classification

Introduction of sign-language-classification

Model Details of sign-language-classification

sign-language-classification

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: 0.1351
  • Accuracy: 0.96
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: 0.0002
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.01
  • num_epochs: 32
Training results
Training Loss Epoch Step Validation Loss Accuracy
2.6016 1.0 100 1.5038 0.8
1.1072 2.0 200 0.6959 0.8675
0.6195 3.0 300 0.5236 0.87
0.5559 4.0 400 0.4819 0.87
0.389 5.0 500 0.3392 0.9
0.3878 6.0 600 0.3600 0.9025
0.3309 7.0 700 0.3312 0.9075
0.3397 8.0 800 0.2596 0.9225
0.3033 9.0 900 0.2056 0.935
0.2765 10.0 1000 0.2802 0.9175
0.2846 11.0 1100 0.3276 0.9025
0.2443 12.0 1200 0.3689 0.8975
0.2682 13.0 1300 0.2805 0.915
0.2053 14.0 1400 0.2437 0.9225
0.2453 15.0 1500 0.2646 0.92
0.1896 16.0 1600 0.2489 0.925
0.1841 17.0 1700 0.2393 0.9275
0.1406 18.0 1800 0.1935 0.945
0.1573 19.0 1900 0.2544 0.92
0.155 20.0 2000 0.1940 0.9475
0.1563 21.0 2100 0.2021 0.9325
0.133 22.0 2200 0.2413 0.9325
0.117 23.0 2300 0.1939 0.9375
0.1455 24.0 2400 0.1685 0.9575
0.144 25.0 2500 0.1787 0.9475
0.1119 26.0 2600 0.1511 0.96
0.1053 27.0 2700 0.1308 0.965
0.0964 28.0 2800 0.1042 0.9725
0.0938 29.0 2900 0.1751 0.9425
0.0881 30.0 3000 0.1066 0.965
0.0854 31.0 3100 0.1116 0.97
0.1002 32.0 3200 0.1351 0.96
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of Hemg sign-language-classification on huggingface.co

19
Total runs
0
24-hour runs
4
3-day runs
5
7-day runs
9
30-day runs

More Information About sign-language-classification huggingface.co Model

More sign-language-classification license Visit here:

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

sign-language-classification huggingface.co

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

sign-language-classification huggingface.co Url

https://huggingface.co/Hemg/sign-language-classification

Hemg sign-language-classification online free

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

Hemg sign-language-classification online free url in huggingface.co:

https://huggingface.co/Hemg/sign-language-classification

sign-language-classification install

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

sign-language-classification install url in huggingface.co:

https://huggingface.co/Hemg/sign-language-classification

Url of sign-language-classification

sign-language-classification huggingface.co Url

Provider of sign-language-classification huggingface.co

Hemg
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