Purdue ENGR 133 · Fall 2025 · Sole Engineer

Built a Python machine learning pipeline from scratch to classify traffic signs, implementing KNN and a custom decision tree using image processing, edge detection, and HSV color features.

Machine Vision Traffic Sign Classifier

ROLE

Software Engineer

TEAM SIZE

Sole Developer

STATUS

complete

Python NumPy PIL Machine Learning KNN Decision Tree Sobel Edge Detection Vigenère Cipher

TOOLS


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