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MA29
/
astro-image-classifier

Image Classification
Keras
astronomy
tensorflow
transfer-learning
ensemble
Model card Files Files and versions
xet
Community

Instructions to use MA29/astro-image-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Keras

    How to use MA29/astro-image-classifier with Keras:

    # !pip install -U keras tensorflow huggingface_hub
    # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here;
    # "jax" and "torch" also work for computation once TensorFlow is installed.
    import os
    os.environ["KERAS_BACKEND"] = "tensorflow"
    
    import keras
    
    model = keras.saving.load_model("hf://MA29/astro-image-classifier")
    
  • Notebooks
  • Google Colab
  • Kaggle
astro-image-classifier
267 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
MA29's picture
MA29
Add measured ensemble test accuracy (0.9910)
41bf89a verified 18 days ago
  • .gitattributes
    1.58 kB
    Add VGG19+DenseNet201 ensemble (inference-only, optimizer state stripped) 18 days ago
  • README.md
    4.43 kB
    Add measured ensemble test accuracy (0.9910) 18 days ago
  • ensemble_model.keras
    267 MB
    xet
    Add VGG19+DenseNet201 ensemble (inference-only, optimizer state stripped) 18 days ago