This notebook shows a proof of concept on doing segmentation of the left angle brackets in the machine readable zone (mrz) of passports, using synthetic data generation.
- Arlazarov et al. - MIDV-500: A Dataset for Identity Documents Analysis and Recognition on Mobile Devices in Video Stream
- fcakyon/midv500: Download and convert MIDV-500 annotations to COCO instance segmentation format
- qubvel/segmentation_models: Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
- tensorflow/tensorflow: An Open Source Machine Learning Framework for Everyone
- python-pillow/Pillow: The friendly PIL fork (Python Imaging Library)