https://github.com/sharikalog7/digital_image_processing

image processing
https://github.com/sharikalog7/digital_image_processing

image-manipulation image-processing image-segmentation

Last synced: about 1 year ago
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image processing

• Host: GitHub
• URL: https://github.com/sharikalog7/digital_image_processing
• Owner: sharikalog7
• Created: 2020-06-08T09:29:10.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2020-06-08T09:32:50.000Z (about 6 years ago)
• Last Synced: 2025-01-30T10:30:21.756Z (over 1 year ago)
• Topics: image-manipulation, image-processing, image-segmentation
• Language: Jupyter Notebook
• Homepage:
• Size: 2.66 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Digital_Image_Processing

# 🧠 Image Enhancement & Segmentation using Pillow and scikit-image

This project demonstrates basic **image enhancement using Pillow** and **image segmentation using Otsu's Thresholding** with **scikit-image**. It involves detecting and separating bright regions (like coins) from a dark background using grayscale transformation, filtering, and connected-component labeling.

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## 📷 Project Overview

### ✨ Key Features

- Enhance images using Pillow filters (e.g., sharpen, edge enhance).

- Convert images to grayscale.

- Perform **automatic image thresholding** using **Otsu’s method**.

- Detect and segment connected components using `label()`.

- Visualize segmented regions with color-coded labels.