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keras image classification model using AL

Open noy2121 opened this issue 3 years ago • 0 comments

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!

noy2121 avatar Feb 15 '22 12:02 noy2121