RAMS
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EscVM
Official TensorFlow code for paper "Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks".
I'm not familiar with jupyter also I really need to run the script through python, but I receive that error. Don't you have a version launchable through python directly ?
@fsalv @EscVM With reference to https://github.com/EscVM/RAMS/issues/8#issuecomment-867725589 Matrix of how many ones should I set cropped_y_mask as ? cropped_y_mask = tf.cast([1,1,1,1,1], tf.float32) cropped_predictions_masked = tf.cast( cropped_predictions, tf.float32)*cropped_y_mask cropped_labels_masked = cropped_labels*cropped_y_mask total_pixels_masked...
Hello! I am getting these warnings while running the test scripts. As a result, the final images are quite grayish and not looking well too. Can you help with this,...
Hi, When I launch the X_RED_train, X_RED_train_masks = register_dataset(X_RED_train, X_RED_train,masks) I get this issue: --------------------------------------------------------------------------- RuntimeError Traceback (most recent call last) Cell In[6], line 2 1 # train registration ---->...
Hello @fsalv , I'm curious about the random flips and rotations. In training.py, [LL119-121](https://github.com/EscVM/RAMS/blob/bc16e52b8e2d7b5e23560e14045f13f181d03f77/utils/training.py#L120): ```python if data_aug: train_ds.map(random_rotate, num_parallel_calls=tf.data.experimental.AUTOTUNE) train_ds.map(random_flip, num_parallel_calls=tf.data.experimental.AUTOTUNE) ``` I believe ``.map`` is NOT an in-place operator...
Hello @fsalv , I am trying to reproduce your results training a model from scratch and am having some trouble. One thing I've noticed is this: The ``register_imgset`` function L160...