This is the code written in ChianerCV to do multitype defect detection for TEM images. And it is the code used for our paper Multi Defect Detection and Analysis of Electron Microscopy Images with Deep Learning.
After install ChianerCV, you can train and test the codes with the following comands:
python train_multi_defect.py
To test the weights, you need to change the path of weight in the test_multi_defect.py to check the performance.
python test_multi_defect.py