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a framework code to use lasagne to do all kinds of CNN based image classification jobs

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woshialex/lasagne_CNN_framework

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lasagne_CNN_framework

main components:

  1. train.py: it trains different networks specified by config.py (where the real network models are in models.py)
  2. predict.py: Given a list of trained model, it loades all the models and make predictions
  3. SETTINGS.py specifis the data directories
  4. CNN_models: the specific CNN models
  5. img_process: realtime loading and img augmentation (including rotation, shift, shear, flip, PCA_color noise, croping and more)

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a framework code to use lasagne to do all kinds of CNN based image classification jobs

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