Previous weeks - Testing RAW models

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Testing networks with RAW samples

This week I was testing the training models with raw samples instead of modeled.

These are the results I obteined:

Resultados

Train vs Validation

Val_loss

convLSTM 1 with 1000 samples Linear 1DOF

convLSTM1_1000_parabolic_1DOF

convLSTM 1 with 1000 samples Linear 2DOF

convLSTM1_1000_sinusoidal_1DOF

As you can see it was difficult to obtain a good result with raw images and the cappacities of my computer are not the best for this type of works. So Jose María recommended me to train and test the results with even more samples and use a GPU provided by URJC university to get the .h5 files done and use them for the final objective, work with real frames captured by a camera.