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agent593
/
Thyroid-Ultrasound-Image-Classification-EfficientNetModel

Image Classification
Transformers
TensorBoard
Safetensors
efficientnet
Model card Files Files and versions
xet
Metrics Training metrics Community

Instructions to use agent593/Thyroid-Ultrasound-Image-Classification-EfficientNetModel with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use agent593/Thyroid-Ultrasound-Image-Classification-EfficientNetModel with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("image-classification", model="agent593/Thyroid-Ultrasound-Image-Classification-EfficientNetModel")
    pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")
    # Load model directly
    from transformers import AutoImageProcessor, AutoModelForImageClassification
    
    processor = AutoImageProcessor.from_pretrained("agent593/Thyroid-Ultrasound-Image-Classification-EfficientNetModel")
    model = AutoModelForImageClassification.from_pretrained("agent593/Thyroid-Ultrasound-Image-Classification-EfficientNetModel")
  • Notebooks
  • Google Colab
  • Kaggle
Thyroid-Ultrasound-Image-Classification-EfficientNetModel
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  • 1 contributor
History: 183 commits
agent593's picture
agent593
Training in progress, epoch 20
3eabba0 verified almost 2 years ago
  • .config
    Training in progress, epoch 1 almost 2 years ago
  • dataset thyroid
    Training in progress, epoch 1 almost 2 years ago
  • runs
    Training in progress, epoch 20 almost 2 years ago
  • sample_data
    Training in progress, epoch 1 almost 2 years ago
  • .gitattributes
    1.65 kB
    Training in progress, epoch 1 almost 2 years ago
  • algeria-ultrasound-images-thyroid-dataset-auitd.zip

    Pickle imports

    • No problematic imports detected

    What is a pickle import?

    108 MB
    xet
    Training in progress, epoch 1 almost 2 years ago
  • config.json
    1.46 kB
    Training in progress, epoch 1 almost 2 years ago
  • model.safetensors
    16.3 MB
    xet
    Training in progress, epoch 20 almost 2 years ago
  • preprocessor_config.json
    828 Bytes
    Training in progress, epoch 1 almost 2 years ago
  • training_args.bin

    Detected Pickle imports (9)

    • "transformers.training_args.OptimizerNames",
    • "torch.device",
    • "accelerate.state.PartialState",
    • "transformers.trainer_utils.IntervalStrategy",
    • "transformers.trainer_utils.HubStrategy",
    • "accelerate.utils.dataclasses.DistributedType",
    • "transformers.training_args.TrainingArguments",
    • "transformers.trainer_utils.SchedulerType",
    • "transformers.trainer_pt_utils.AcceleratorConfig"

    How to fix it?

    5.18 kB
    xet
    Training in progress, epoch 1 almost 2 years ago