/vehicle-detection

Implementation of Sliding Window algorithm using CNN for object detection in autonomous diving cars.

Primary LanguagePython

Vehicle Detection

CS 304: Computer Intelligence Project

Implementation of Sliding Window algorithm using CNN for object detection in autonomous diving cars.

  • Data-set included - Vehicles and Non-Vehicles (approx 8k each).
  • Sample test images included.
  • Sample video included.

Run instructions

  • Download data zip files and code files.
  • Extract vehicles and non-vehicles into Data/.
python3 ./preprocess.py
python3 ./train.py
python3 ./sw_algorithm.py