ITMO.KPP

This project simulates automated road checkpoint. To run project on a test video:

1. Download checkpoint from https://disk.yandex.ru/d/AhYyZ98ahahcVA and place it in 'misc' folder
2. Install requirements:

pip install -r requirements.txt

3. Run main script:

python main.py

Training

To train OCR model:

1. Download train data from https://nomeroff.net.ua/datasets/autoriaNumberplateOcrRu-2021-09-01.zip and unzip it
2. Run train script:

cd ocr_model
python train.py

Tensorboard logs

To view tensorboard logs:

1. Download archive https://disk.yandex.ru/d/f3rWwTvhddh0ow
2. Unzip it
3. Run tensorboard