Hemg / Brain-Tumor-Classification

huggingface.co
Total runs: 13
24-hour runs: 0
7-day runs: -36
30-day runs: -45
Model's Last Updated: March 06 2024
image-classification

Introduction of Brain-Tumor-Classification

Model Details of Brain-Tumor-Classification

Brain-Tumor-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: 0.0872
  • Accuracy: 0.9758
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: 32
  • eval_batch_size: 32
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 128
  • 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
Training results
Training Loss Epoch Step Validation Loss Accuracy
1.2074 1.0 44 0.8060 0.8128
0.4897 2.0 88 0.3008 0.9274
0.2462 3.0 132 0.2464 0.9331
0.1937 4.0 176 0.1918 0.9502
0.1523 5.0 220 0.1699 0.9502
0.1371 6.0 264 0.1372 0.9644
0.1104 7.0 308 0.1121 0.9708
0.1097 8.0 352 0.1220 0.9651
0.1015 9.0 396 0.1053 0.9737
0.0841 10.0 440 0.1142 0.9708
0.0839 11.0 484 0.1073 0.9708
0.0771 12.0 528 0.1156 0.9665
0.074 13.0 572 0.1203 0.9644
0.0652 14.0 616 0.0706 0.9858
0.0694 15.0 660 0.0984 0.9744
0.0596 16.0 704 0.0872 0.9758
Framework versions
  • Transformers 4.38.1
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of Hemg Brain-Tumor-Classification on huggingface.co

13
Total runs
0
24-hour runs
-37
3-day runs
-36
7-day runs
-45
30-day runs

More Information About Brain-Tumor-Classification huggingface.co Model

More Brain-Tumor-Classification license Visit here:

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

Brain-Tumor-Classification huggingface.co

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

Brain-Tumor-Classification huggingface.co Url

https://huggingface.co/Hemg/Brain-Tumor-Classification

Hemg Brain-Tumor-Classification online free

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

Hemg Brain-Tumor-Classification online free url in huggingface.co:

https://huggingface.co/Hemg/Brain-Tumor-Classification

Brain-Tumor-Classification install

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

Brain-Tumor-Classification install url in huggingface.co:

https://huggingface.co/Hemg/Brain-Tumor-Classification

Url of Brain-Tumor-Classification

Brain-Tumor-Classification huggingface.co Url

Provider of Brain-Tumor-Classification huggingface.co

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