Traffic Sign Detection using Yolo-V3

Two Step Working :

• Detect Traffic signs into 4 broad categories using Yolo-V3.

• Classify the Traffic sign into 43 Different Categories.

Python Dependencies and Packages :

• opencv-python
• tensorflow
• keras
• numpy
• pandas
• matplotlib
• sklearn

Usage :

Supports three different kinds of operation :

• Classify the traffic signs found in an image:

  1. Add all the images you want to classify into /test_data/images/
  2. Run the script /scripts/main_image.py
  3. Find the output images with classified traffic signs in the folder /result_data/images/

• Classify the traffic signs found in an video:

  1. Add all the images you want to classify into /test_data/videos/
  2. Run the script /scripts/main_videos.py
  3. Find the output images with classified traffic signs in the folder /result_data/videos/

• Classify the traffic signs live using a camera:

  1. Run the script /scripts/main_camera.py