This presentation will show you how to implement a Capsule Network in TensorFlow. You will learn more about CapsNets, as well as tips & tricks on using TensorFlow more efficiently. Hope you like it!
119. Aurélien Géron, 2017Resolving Dependencies
mask_with_labels
reconstruction_targets
y y_pred
Value of y_pred
Evaluated for nothing
and needs to be fed!
False
120. Aurélien Géron, 2017Mask
Input Images
Primary Capsules
Digit Capsules
Decoder
Reconstruction LossMargin Loss
Labels
Length
Predictions
Loss
Training Operation
Mask
×
Mask with Labels
121. Aurélien Géron, 2017Mask
Input Images
Primary Capsules
Digit Capsules
Decoder
Reconstruction LossMargin Loss
Labels
Length
Predictions
Loss
Training Operation
Mask
×
Mask with Labels