AnimeFacePP

Animation face keypoints detector

Prepare training data

• Make sure the label files at the right palce in data folder

data/bbx/testImageList.txt   --> for test
data/bbx/trainImageList.txt  --> for train

• Make sure image file at the right palce in data folder

data/bbx/lfw_5590
data/bbx/net_7876

• Then use script to generate generate augmented training data (you can change parameters inside the script for customization)

bash prepare.sh

Start training

• Run the training script to start training (you can change parameters inside the script for customization)

bash train.sh

• log files will be save in "logs" folder
• tensorflow events will be saved in "logs/Manga_Net" folder. You can use tensorboard to monitor the training process.

tensorboard --logdir=logs/Manga_Net

• model will be saved in "save" folder

Evaluation

Run following script to do evaluation

cd train_model
python eval.py

Prediction accuracy will be printed out on screen; Prediction result will be saved in the directory

data/bbx/pred