Hemg / bone-fracture-detection-using-x-rays

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Total runs: 32
24-hour runs: 0
7-day runs: -4
30-day runs: 4
Model's Last Updated: March 11 2024
image-classification

Introduction of bone-fracture-detection-using-x-rays

Model Details of bone-fracture-detection-using-x-rays

bone-fracture-detection-using-x-rays

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: 0.0458
  • Accuracy: 0.9769
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: 16
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.5407 1.0 111 0.2512 0.9143
0.1819 2.0 222 0.1203 0.9526
0.1351 3.0 333 0.1183 0.9521
0.101 4.0 444 0.0905 0.9616
0.0705 5.0 555 0.0958 0.9628
0.0658 6.0 666 0.0671 0.9729
0.0584 7.0 777 0.0498 0.9803
0.0507 8.0 888 0.0633 0.9735
0.0508 9.0 999 0.0640 0.9797
0.0432 10.0 1110 0.0458 0.9769
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of Hemg bone-fracture-detection-using-x-rays on huggingface.co

32
Total runs
0
24-hour runs
1
3-day runs
-4
7-day runs
4
30-day runs

More Information About bone-fracture-detection-using-x-rays huggingface.co Model

More bone-fracture-detection-using-x-rays license Visit here:

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

bone-fracture-detection-using-x-rays huggingface.co

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

bone-fracture-detection-using-x-rays huggingface.co Url

https://huggingface.co/Hemg/bone-fracture-detection-using-x-rays

Hemg bone-fracture-detection-using-x-rays online free

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

Hemg bone-fracture-detection-using-x-rays online free url in huggingface.co:

https://huggingface.co/Hemg/bone-fracture-detection-using-x-rays

bone-fracture-detection-using-x-rays install

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

bone-fracture-detection-using-x-rays install url in huggingface.co:

https://huggingface.co/Hemg/bone-fracture-detection-using-x-rays

Url of bone-fracture-detection-using-x-rays

bone-fracture-detection-using-x-rays huggingface.co Url

Provider of bone-fracture-detection-using-x-rays huggingface.co

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