https://github.com/nikhilroxtomar/semantic-segmentation-mask-to-bounding-box

This repository contains the code for extracting bounding box coordinates from a binary segmentation mask.
https://github.com/nikhilroxtomar/semantic-segmentation-mask-to-bounding-box

bounding-boxes image-segmentation object-detection opencv opencv-python unet

Last synced: 2 months ago
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This repository contains the code for extracting bounding box coordinates from a binary segmentation mask.

• Host: GitHub
• URL: https://github.com/nikhilroxtomar/semantic-segmentation-mask-to-bounding-box
• Owner: nikhilroxtomar
• Created: 2021-07-15T06:54:47.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-07-15T08:12:57.000Z (almost 4 years ago)
• Last Synced: 2025-03-28T08:11:22.993Z (3 months ago)
• Topics: bounding-boxes, image-segmentation, object-detection, opencv, opencv-python, unet
• Language: Python
• Homepage:
• Size: 9.94 MB
• Stars: 32
• Watchers: 1
• Forks: 7
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# Semantic-Segmentation-Mask-to-Bounding-Box

This repository contains the code for extracting bounding box coordinates from a binary segmentation mask.





Youtube Video: [https://youtu.be/RmLDL7AVXUc](https://youtu.be/RmLDL7AVXUc)

## Dataset

Download the Kavsir-SEG from here: [https://datasets.simula.no/kvasir-seg/](https://datasets.simula.no/kvasir-seg/)

## Results

The images with the bounding box coordinates plotted on the image along with the binary mask.

| ![](results/cju0qkwl35piu0993l0dewei2.png) |

| :--: |

| ![](results/cju0qoxqj9q6s0835b43399p4.png) |

| ![](results/cju0qx73cjw570799j4n5cjze.png) |

| ![](results/cju0sr5ghl0nd08789uzf1raf.png) |

## Contact

For any query contact below:

- [Facebook](https://www.facebook.com/idiotdeveloper)

- [Instagram](https://www.instagram.com/nikhilroxtomar/)

- [Telegram](https://t.me/idiotdeveloper)