https://github.com/kvdomingo/image-segment

Conversion of kvdomingo/AP186 Activity 7 (Image Segmentation) into a standalone Python module
https://github.com/kvdomingo/image-segment

Last synced: 3 months ago
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Conversion of kvdomingo/AP186 Activity 7 (Image Segmentation) into a standalone Python module

• Host: GitHub
• URL: https://github.com/kvdomingo/image-segment
• Owner: kvdomingo
• Created: 2022-01-22T11:57:11.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2022-01-22T12:21:32.000Z (over 3 years ago)
• Last Synced: 2025-01-04T06:24:13.378Z (5 months ago)
• Language: Python
• Homepage:
• Size: 920 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Image Segmentation

## Background

This script uses two algorithms to perform image segmentation: 

parametric segmentation via probability distribution estimation, and

non-parametric segmentation via histogram backprojection.

Further reading: [Activity 7: Image Segmentation](https://kvdomingo.xyz/svip/ap186/image-segmentation).

## Requirements

- Python 3.10 or later

## Setup

1. Clone the repo & install requirements

```shell

pip install -r requirements.txt

```

2. Run script

```shell

python main.py 

```

## Using

1. Select region of interest by dragging a rectangle over the image

![Select ROI](doc/window1.png)

2. Press c on your keyboard to preview the ROI.

![Preview ROI](doc/window2.png)

3. Press c again to perform parametric & non-parametric segmentation.

![Segmented image](doc/window3.png)