https://github.com/fahriwps/breast-cancer-detection

Breast cancer mass detection using YOLO object detection algorithm and GUI
https://github.com/fahriwps/breast-cancer-detection

cancer deep-learning opencv python yolov3

Last synced: 6 days ago
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Breast cancer mass detection using YOLO object detection algorithm and GUI

• Host: GitHub
• URL: https://github.com/fahriwps/breast-cancer-detection
• Owner: fahriwps
• License: gpl-3.0
• Created: 2020-08-10T17:16:28.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2023-04-04T02:30:22.000Z (over 1 year ago)
• Last Synced: 2024-08-02T01:24:17.880Z (4 months ago)
• Topics: cancer, deep-learning, opencv, python, yolov3
• Language: Python
• Homepage:
• Size: 350 KB
• Stars: 6
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

Awesome Lists containing this project

• awesome-yolo-object-detection - fahriwps/breast-cancer-detection - cancer-detection?style=social"/> : Breast cancer mass detection using YOLO object detection algorithm and GUI. (Applications)
• awesome-yolo-object-detection - fahriwps/breast-cancer-detection - cancer-detection?style=social"/> : Breast cancer mass detection using YOLO object detection algorithm and GUI. (Applications)

README

        
# Introduction

![results](GUI.png)

NeuralSIGHT is our final bachelor capstone project for detecting breast cancer mass using YOLO darknet and PyQt.

## Requirements

   - **PyQt5**

   - **YOLO darknet installed**

   - **OpenCV >= 4.4.0**

## How To Use

#### Step 0: Compile YOLO darknet 

Follow AlexeyAB's instruction of [How to compile YOLO darknet on Linux or Windows](https://github.com/AlexeyAB/darknet#how-to-compile-on-linuxmacos-using-cmake)

#### Step 1: Install PyQt5 and OpenCV

Simple installation from PyPI

```bash

pip install PyQt5

pip install opencv-python

```

From Conda

```bash

conda install -c anaconda pyqt

```

#### Step 2: Setup Folder

- Move `mainCV.py`,`main_windowCV.py`, and `splashscreen.py` to your darknet folder.

- Put your `your-weight.weights` to weights folder.

#### Step 3: Run Program

Run `mainCV.py` for OpenCV version inference 

## NeuralSIGHT Team

* [fahriwps](https://github.com/fahriwps)

* [mariojy10](https://github.com/mariojy10)