https://github.com/tommyfurgi/image-processing-labs
This repository contains resources and task implementations for the Image Processing course at AGH, exploring essential image manipulation techniques and algorithms.
https://github.com/tommyfurgi/image-processing-labs
image-processing python
Last synced: about 2 months ago
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This repository contains resources and task implementations for the Image Processing course at AGH, exploring essential image manipulation techniques and algorithms.
- Host: GitHub
- URL: https://github.com/tommyfurgi/image-processing-labs
- Owner: TommyFurgi
- Created: 2024-10-09T12:17:26.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-01-18T09:48:34.000Z (over 1 year ago)
- Last Synced: 2025-04-01T05:15:30.787Z (about 1 year ago)
- Topics: image-processing, python
- Language: Jupyter Notebook
- Homepage:
- Size: 34 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Image Processing Labs
## Overview
This repository contains resources and implementations for the Image Processing course at AGH University of Science and Technology in Kraków for the academic year 2024/2025. The course introduces students to fundamental concepts in image processing, focusing on essential techniques and algorithms widely used in the field. Through practical labs, students will gain hands-on experience with popular libraries and tools.
## Covered topics
- [Lab01](/lab01-intro/) - Introduction to OpenCV library
- [Lab02](/lab02-point-operations/) - LUT transformations and point operations
- [Lab03](/lab03-histograms/) - Working with histograms
- [Lab04](/lab04-binarization/) - Image binarization techniques
- [Lab05](/lab05-resolution/) - Manipulating image resolution
- [Lab06](/lab06-context/) - Contextual operations and filters
- [Lab07](/lab07-morphology/) - Morphological operations
## Technologies
- **Programming Language:** Python
- **Libraries:** OpenCV, Matplotlib, NumPy
- **Environment:** Jupyter Notebook