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Published 20 hours ago • verified publisher icon keras-team

Unable to replicate results of convLSTM

Open mulvey-g opened this issue 3 years ago • 0 comments
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My predicted output results of the moving MNIST are not as good as what is visible on the website. The first predicted image appears to be the most accurate, and after that, the images get very blurry very quickly. I believe there is someone else who is having a similar difficulty.

I am using NVIDIA GeForce RTX 2080 with Max-Q design, TensorFlow 2.5.0 and cudNN 8.2.1. After 20 epochs, these are some of the results I got. I did not make any alterations to the code

Results I got

convLSTM_20_epochs_27_10_2021 2 convLSTM_20_epochs_exact_code_27_10_2021

Results produced on the Keras website after 20 epochs.
keras example of frame prediction

mulvey-g avatar Dec 14 '21 12:12 mulvey-g