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DilsaraAbeywarana
/
glaucoma-severity-system

Image Classification
Keras
Joblib
image-segmentation
medical-imaging
ophthalmology
glaucoma
Model card Files Files and versions
xet
Community

Instructions to use DilsaraAbeywarana/glaucoma-severity-system with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Keras

    How to use DilsaraAbeywarana/glaucoma-severity-system with Keras:

    # Available backend options are: "jax", "torch", "tensorflow".
    import os
    os.environ["KERAS_BACKEND"] = "jax"
    
    import keras
    
    model = keras.saving.load_model("hf://DilsaraAbeywarana/glaucoma-severity-system")
    
  • Notebooks
  • Google Colab
  • Kaggle
glaucoma-severity-system
249 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
DilsaraAbeywarana's picture
DilsaraAbeywarana
Complete glaucoma system: input validation, severity grading, CDR measurement
775e0f1 verified 20 days ago
  • .gitattributes
    1.63 kB
    Complete glaucoma system: input validation, severity grading, CDR measurement 20 days ago
  • README.md
    3.11 kB
    Complete glaucoma system: input validation, severity grading, CDR measurement 20 days ago
  • glaucoma_b4_disc.keras
    155 MB
    xet
    Complete glaucoma system: input validation, severity grading, CDR measurement 20 days ago
  • inference.py
    4.56 kB
    Complete glaucoma system: input validation, severity grading, CDR measurement 20 days ago
  • ood_config.json
    254 Bytes
    Complete glaucoma system: input validation, severity grading, CDR measurement 20 days ago
  • ood_model.joblib

    Detected Pickle imports (4)

    • "joblib.numpy_pickle.NumpyArrayWrapper",
    • "numpy.ndarray",
    • "numpy.dtype",
    • "sklearn.decomposition._pca.PCA"

    How to fix it?

    408 kB
    xet
    Complete glaucoma system: input validation, severity grading, CDR measurement 20 days ago
  • unet_disc_cup.keras
    93.5 MB
    xet
    Complete glaucoma system: input validation, severity grading, CDR measurement 20 days ago