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cs50_ai_traffic

This is an AI program that identifies which traffic sign appears in a photograph. It forms part of the projects for the course CS50’s Introduction to Artificial Intelligence with Python.

The program has below listed dependencies:

  • opencv-python It is used for image processing.
  • Scikit-learn It is an open source machine learning library that supports supervised and unsupervised learning.
  • tensorflow It is an end-to-end open source platform for machine learning.

Usage

All the following commands assume that your current working directory is this directory. I.e.:

$ pwd
.../cs50_ai_traffic
  1. Install the required Python packages (opencv-python, Scikit-learn and tensorflow) for the project:

    pip3 install -r requirements.txt
  2. Run the application:

    py traffic.py gtsrb

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