NourozR / Image-Processing-and-Computer-Vision

This repository contains codes of all my practice problems of Computer Vision and Image Processing using Python Libraries: NumPy, PIL, SciPy and OpenCV

Image Processing and Computer Vision Practice Problems:

This repository contains codes of all my practice problems of Computer Vision and Image Processing using Python Libraries: NumPy, PIL, SciPy, OpenCV. Also, I have plans to build a complete online tutorial on "Image Processing and Computer Vision" using Python.

1

• image transformation
• image filtering
• image sharpening

2

• adding random noise
• denoising with gaussian kernel
• denoising with median kernel

3

• edge detection with Sobel Gradient Operator (Sobel Operator: https://en.wikipedia.org/wiki/Sobel_operator )

4

• histogram based image segmentation