deepconvolution / lipnet Goto Github PK

epoch,acc,loss,val_acc,val_loss

0,0.893458329291,0.357344379275,0.495111731844,2.99819970397

1,0.975676921584,0.075197558605,0.16061452514,11.4251960882

2,0.982579580745,0.0528487163138,0.49563547486,4.24635753768

3,0.980025710682,0.0596494577685,0.469448324022,5.40370503801

4,0.98200941382,0.0565878458491,0.499825418994,4.33332586763

There is showing some error during the compilation of this file. Can you please kindly check it?
It will be very much helpful.

can't figure out the implementation of the weights matrix in the loss function : 4_adam_custom_loss_function.ipynb

Can u please let me know where can i put input video to get the output text .

@kaustubhkmr @mittaldhruv @Saqhas @HarshG11
Hi! I would love to connect to use your python script to implement your technique for reading lips, maybe running it on HTML to show my client, using a flask app, if you think that is a good idea. thanks!

I'm a post covid patient and because of one of the consequences I can't talk. So I see the application as an alternative for accessibility and communication, for example using video conferencing. Is there a possibility for me to work on this need?

Model is overfitting.
epoch,acc,loss,val_acc,val_loss

0,0.880010190217,0.408623725504,0.255062849162,6.83833348285

1,0.990076669255,0.0300159885314,0.244413407821,8.60203889262

2,0.994348501019,0.0168089184037,0.359811452514,5.12557166382

3,0.99496554736,0.0153266232897,0.34532122905,6.72021339459

4,0.99537800854,0.0151334269571,0.334846368715,5.99330695598

5,0.995949354807,0.0122128902211,0.354923184358,6.25637885545

There is an error at "4_adam_custom_loss_function.ipynb" in function "custom_loss". The weights matrix has no proper shape in the commented function while the uncommented one is not complete. Kindly have a check at it