Anirudh2627/ai-traffic-police ? reverse-engineered prompt

Build me a computer vision project that acts like an AI traffic police system.

I want it to take road images or short video clips and do three things well, first classify and count vehicles like cars, buses, trucks, and motorcycles, second detect emergency vehicles like ambulances and fire trucks, and third spot basic traffic violations such as signal jumping or no helmet use. Please make it work in a way that feels practical and easy to demo, not just a theory project.

Use the notebooks in this repo as the main structure, and if anything is missing, organize the code so I can run the full pipeline from training to inference without getting lost. If you need to check the latest docs for any library, go ahead and look them up online. I also want the results to be clear and visual, with simple plots or annotated output frames so I can show this as a final year style project.