HOG Implementation for object detection
- Location: New York University
- Project start date: Sep 2021
- Project end date: December 2021
- Group/Individual: Individual
- Github: https://github.com/harshithard/ComputerVision
Description
Engineered the integration of Prewitt's operator to derive edge orientations and magnitudes from grayscale images, boosting the efficacy of feature extraction processes for advanced image analysis. Constructed a comprehensive Histogram of Oriented Gradients (HOG) feature extraction module, and seamlessly incorporated it into an image classification pipeline, markedly enhancing the precision of human detection algorithms in various imaging contexts.