cuneiform-sign-detection-code/experiments/sign_detector

Perform sign detector training

After the sign annotations (aligned and placed detections) have been generated and stored under results/results_ssd/ using the scripts in scripts/generate/, the sign detector is trained by performing the following steps:

1. use train_sign_classifier.ipynb as template to train sign classifier
2. use train_sign_detector.ipynb as template to train sign detector (initialized with pre-trained sign classifier from 1.)
3. in semi-supervised case, use finetune_sign_detector.ipynb to fine-tune sign detector on manual annotations

Eval sign detector

• use test_sign_detector.ipynb for evaluation of the sign detector