Closed JimLee1996 closed 5 years ago
Yes I use pre-trained weight for initialization and that will make training easily reach ~70% accuracy at first few epochs. The training might take longer and slower if you just have some random initializations.
Believe I can close this one
Thanks for your nice work!
I've noticed that the LPRNet is initialized using a pre-trained weights before training on CCPD. Here is the problem:
When I tried to train my model (another model) from scratch on CCPD, the ctc_loss got down to <=0.01 while accuracy remained <=1%.
I wonder is it necessary to apply pre-training on high quality dataset before CCPD?