yyc-traffic-cam

A demo to detect vehicles in traffic cam

Environment

• Python 3.9

Install

python -m venv .venv
.\.venv\Scripts\activate
python -m pip install -U pip
pip install -r requirements.txt

Configure --extra-index-url if CUDA is available, e.g. pip install --trusted-host download.pytorch.org --extra-index-url https://download.pytorch.org/whl/cu118 -r requirements.txt.

Use requirements-dev.txt for development and docs.

Usage

Crawl some traffic cam images

python crawl.py

Remove corrupted image files

python clean.py

Detect vehicles

python detect.py

Docs

mkdocs serve

Credits

• Logo by Kmg Design