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keras image classification model using AL #152

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noy2121 opened this issue Feb 15, 2022 · 0 comments
Open

keras image classification model using AL #152

noy2121 opened this issue Feb 15, 2022 · 0 comments

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@noy2121
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noy2121 commented Feb 15, 2022

Hi, I have a few questions:

  1. When performing initial training via ActiveLearner(estimator=keras_classifier, X_training=X_train, y_training=y_train)
    does X_training, y_training support generators?

  2. Working with HD images, I need to save huge amounts of data in X_pool which kills the process. Is there a method that takes a subset of X_pool for each query iteration? maybe learner.teach(X_pool=X_pool) also supports generators?

  3. The learner only gets NumPy array object or does it supports tf.tensors?

thank you!

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