https://github.com/1jaffry1/detect-brain-tumors-opencv2

A simple program to detect brain tumors from images using image processing
https://github.com/1jaffry1/detect-brain-tumors-opencv2

detection image-processing opencv python python3 tumor-detection vision

Last synced: 4 months ago
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A simple program to detect brain tumors from images using image processing

• Host: GitHub
• URL: https://github.com/1jaffry1/detect-brain-tumors-opencv2
• Owner: 1Jaffry1
• Created: 2024-11-06T22:18:08.000Z (8 months ago)
• Default Branch: master
• Last Pushed: 2025-01-28T22:19:10.000Z (5 months ago)
• Last Synced: 2025-02-26T01:43:26.967Z (4 months ago)
• Topics: detection, image-processing, opencv, python, python3, tumor-detection, vision
• Language: Python
• Homepage:
• Size: 155 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Detect-brain-tumors-openCV2

This program can detect brain tumors from images using image processing

# How to run

1. Install dependencies: NumPy and CV2:

`pip install numpy`

`pip install opencv-python`

2. Run the `detect-tumor.py` file after setting the src_path and the target path in `detect-tumor.py`. You dont have to change anything in `setup.py` or `contrast.py`.

Example outputs:

---

![7](https://github.com/user-attachments/assets/d2474f86-7e70-497d-8dad-4be077098bf2)

![6](https://github.com/user-attachments/assets/12dfdb8c-4e62-4a94-b9a8-215c341031ee)

![5](https://github.com/user-attachments/assets/ff62a598-04e4-4038-84c4-a1829f8ed313)

This program uses basic image processing techniques to identify potential brain tumors in brain images. It uses a ratio of white pixels to identify such tumors.