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CleitonOERocha
/
vision-transformer-glomerulus-classifier

Image Classification
Transformers
TensorBoard
Safetensors
PyTorch
vit
vision
medical
glomerulus
pathology
vision-transformer
Eval Results (legacy)
Model card Files Files and versions
xet
Metrics Training metrics Community

Instructions to use CleitonOERocha/vision-transformer-glomerulus-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use CleitonOERocha/vision-transformer-glomerulus-classifier with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("image-classification", model="CleitonOERocha/vision-transformer-glomerulus-classifier")
    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("CleitonOERocha/vision-transformer-glomerulus-classifier")
    model = AutoModelForImageClassification.from_pretrained("CleitonOERocha/vision-transformer-glomerulus-classifier", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
vision-transformer-glomerulus-classifier / checkpoint-692
3.64 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
CleitonOERocha's picture
CleitonOERocha
Upload do Vision Transformer para classificação de glomérulos
80c1f4a verified about 1 year ago
  • config.json
    1.14 kB
    Upload do Vision Transformer para classificação de glomérulos about 1 year ago
  • model.safetensors
    1.21 GB
    xet
    Upload do Vision Transformer para classificação de glomérulos about 1 year ago
  • optimizer.pt
    2.43 GB
    xet
    Upload do Vision Transformer para classificação de glomérulos about 1 year ago
  • preprocessor_config.json
    351 Bytes
    Upload do Vision Transformer para classificação de glomérulos about 1 year ago
  • rng_state.pth
    14.2 kB
    xet
    Upload do Vision Transformer para classificação de glomérulos about 1 year ago
  • scaler.pt
    988 Bytes
    xet
    Upload do Vision Transformer para classificação de glomérulos about 1 year ago
  • scheduler.pt
    1.06 kB
    xet
    Upload do Vision Transformer para classificação de glomérulos about 1 year ago
  • trainer_state.json
    4.54 kB
    Upload do Vision Transformer para classificação de glomérulos about 1 year ago
  • training_args.bin
    5.43 kB
    xet
    Upload do Vision Transformer para classificação de glomérulos about 1 year ago