Skip to content

Refactoring CRNN and Dataset Augmentation

Compare
Choose a tag to compare
@zjykzj zjykzj released this 03 Aug 06:29
· 71 commits to master since this release
  1. Rebuilding the CRNN model;
  2. Rebuilding the EMNIST and ChineseLicelicense Plate datasets;
Model ARCH Model Size (MB) EMNIST Accuracy (%) Training Data Testing Data
CRNN CONV+LSTM 34 98.432 100,000 5,000
CRNN CONV+GRU 31 98.386 100,000 5,000
Model ARCH Model Size (MB) ChineseLicensePlate Accuracy (%) Training Data Testing Data
CRNN CONV+LSTM 70 74.252 269,621 149,002
CRNN CONV+GRU 58 75.649 269,621 149,002