Artifical Intelligence Fundamentals course project
- Anton Borkivskyy (@AntonBorkivskyi)
- Ivan Kosarevych (@IvKosar)
- Marian Petruk (@marianpetruk)
- License plate detection and transformation
- Web scraping (data/images collection) from РАГУlive facebook group
- Images labeling with Labelbox
- CNN developing (custom CNN, similar approach as in Stacked Hourglass Networks for Human Pose Estimation DOI:10.1007/978-3-319-46484-8_292)
- CNN training
- CNN testing
- Character segmentation
- Character recognition
- Anaconda-Server Badge:
conda install numpy - Anaconda-Server Badge:
conda install scipy - Anaconda-Server Badge:
conda install pytorch torchvision -c pytorch - Anaconda-Server Badge:
conda install -c conda-forge tqdm - PyPI version:
pip install albumentations - PyPI version:
pip install tensorboardX