Instructions to use dvsreddy/pneumonia-detection-model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Keras
How to use dvsreddy/pneumonia-detection-model 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://dvsreddy/pneumonia-detection-model") - Notebooks
- Google Colab
- Kaggle
Pneumonia Detection โ Chest X-ray Classifier
Binary classifier (pneumonia vs no pneumonia) trained on the RSNA Pneumonia Detection Challenge dataset (26,684 DICOM chest X-rays). Transfer learning from ImageNet (ResNet50V2 / EfficientNetB0), input scaling embedded in the graph โ feed raw [0, 255] pixels at the model's input resolution.
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