/CV-Histogram-of-Gradients

Python implementation of Histogram of Gradient using OpenCV

Primary LanguageJupyter NotebookMIT LicenseMIT

CV-Histogram-of-Gradients

Python implementation of Histogram of Gradient using OpenCV

About

The HOG feature descriptor counts the occurrences of gradient orientation in localized portions of an image. Used as feature descriptor that is often used to extract features from image data. It is widely used in computer vision tasks for object detection.

Applications

  1. Feature Extractor

Pre-requisites

Download and install the following module:

  1. sklearn- pip install tensorflow
  2. cv2- pip install tensorflow
  3. matplotlib- pip install matplotlib

Author

Pranav Raikote