uttaranb127 / text2gestures Goto Github PK

Hey guys, running into the error in the title. I downloaded the dataset from your anonymous link but I think that its missing the NRC-VAD-Lexicon-Aug2018Release/NRC-VAD-Lexicon. If you could edit the read me to tell people to download this too, or update the dataset download link to include it too, it will make it more clear :)

HI,

I was trying your repo and the pre-trained model archive file is not working.

I'm running into some issues reproducing the results of this implementation.
Using the pre-trained model, everything works fine and the resulting gestures are convincing. Trying to reproduce these results by training a new model on the same dataset, however, has not yielded any results.
I have attempted using both the parameters described in the paper (lr=0.001, epochs=600) as well as those given here as they are to no success.
Resulting gestures are incoherent and the model does not linearly converge as I would have expected (for a 600 epoch session, the best mean loss was 0.27 at epoch 166/600).
I was wondering what parameters the pre-trained model was trained under, and whether they match up to those as they are set in the given main.py file.
Also, is this convergence behaviour as you would expect? Did you experience the same while training this model?
I have attached one of the output videos of epoch 510 for reference, as well as the log file of that 600 epoch training session.

log.txt