Python scripts for performing lane detection using the Lane Shape Prediction with Transformers (LSTR) model in ONNX.

• Check the requirements.txt file. Additionally, pafy and youtube-dl are required for youtube video inference.

pip install -r requirements.txt
pip install pafy youtube-dl

The original model was converted to different formats (including .onnx) by PINTO0309, the models can be found in his repository.

The pretrained Pytorch model was taken from the original repository.

• Image inference:

python image_lane_detection.py

• Video inference:

python video_lane_detection.py

Original video: https://youtu.be/2CIxM7x-Clc (by Yunfei Guo)