I’m using a CNN+LSTM model with CTC loss for an OCR task. I use the null character as the target value for empty images without any text. When the target is null character and the model correctly predicts null character, CTC loss produce a negative value. Is this the expected behaviour of CTC loss? If so, how should I indicate empty images?
Thanks.