manhlab/passport-extractor

Step 1: Object detection

git clone https://github.com/ultralytics/yolov5  # clone repo
pip install -qr requirements.txt # install dependencies
python object_detection.py
cd yolov5
python yolov5/train.py --img 416 --batch 16 --epochs 50 --data ./Passport-4/data.yaml --weights yolov5s.pt --cache

Step 2: Easy OCR

python crop.py
python easy_ocr.py

Step 4: NER

python ner.py

Step 5: Post-processing

python post_processing.py