https://github.com/rizwanmunawar/visionusecases

Explore computer vision use cases and projects across various industries, including retail, transportation, medical imaging, manufacturing, agriculture, wildlife, and more, leveraging state-of-the-art models for object detection, image segmentation, object tracking, pose estimation, and beyond.
https://github.com/rizwanmunawar/visionusecases

ai artificial-intelligence commerical-project computer-vision deep-learning instance-segmentation manufacturing medical-imaging object-detection object-tracking retail-ai transportation ultralytics vision-ai yolo11 yolov10 yolov7 yolov8 yolov9

Last synced: about 1 month ago
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Explore computer vision use cases and projects across various industries, including retail, transportation, medical imaging, manufacturing, agriculture, wildlife, and more, leveraging state-of-the-art models for object detection, image segmentation, object tracking, pose estimation, and beyond.

• Host: GitHub
• URL: https://github.com/rizwanmunawar/visionusecases
• Owner: RizwanMunawar
• License: agpl-3.0
• Created: 2024-11-15T14:11:16.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2025-03-14T09:29:20.000Z (3 months ago)
• Last Synced: 2025-03-14T10:30:11.081Z (3 months ago)
• Topics: ai, artificial-intelligence, commerical-project, computer-vision, deep-learning, instance-segmentation, manufacturing, medical-imaging, object-detection, object-tracking, retail-ai, transportation, ultralytics, vision-ai, yolo11, yolov10, yolov7, yolov8, yolov9
• Homepage: https://visionusecases.com/
• Size: 33 MB
• Stars: 8
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE.txt

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README

        
## Explore Real-World Computer Vision Use Cases with Advanced AI Models

[![Deploy Computer Vision UseCases Docs](https://github.com/RizwanMunawar/visionusecases/actions/workflows/deploy.yml/badge.svg)](https://github.com/RizwanMunawar/visionusecases/actions/workflows/deploy.yml)

Discover real-world applications of computer vision across industries such as retail, transportation, healthcare, manufacturing, agriculture, and wildlife. Learn how cutting-edge AI models are used for object detection, image segmentation, object tracking, pose estimation, and more.

🚀 Discover cutting-edge [computer vision use cases](https://rizwanmunawar.github.io/visionusecases/) that are shaping the future of AI and innovation 🚀 

### Computer Vision Use Cases:

- Crowd density estimation using Ultralytics YOLO11: [Learn more](https://visionusecases.com/usecases/crowd-density-estimation/)

- Generate accurate segmentation masks Using Object Detection and SAM2 Model: [Read more](https://visionusecases.com/usecases/segmentation-masks-detect-sam2/)

- Items segmentation and counting with Ultralytics YOLO11: [Learn more](https://visionusecases.com/usecases/items-segmentation-supermarket-ai/)

- Apples counting on conveyor belt:  [Discover more](https://visionusecases.com/usecases/apple-counting/) | [![Watch Demo](https://img.shields.io/badge/Watch-Demo-blue?style=flat-square "Watch the Demo Video")](https://youtu.be/g5Onls24Djg)

- Items counting in shopping trolley:  [Explore more](https://visionusecases.com/usecases/items-counting/) | [![Watch Demo](https://img.shields.io/badge/Watch-Demo-blue?style=flat-square "Watch the Demo Video")](https://youtu.be/eoOkYDJIDHo)

- Bread counting on conveyor belt:  [Find more](https://visionusecases.com/usecases/bread-counting/) | [![Watch Demo](https://img.shields.io/badge/Watch-Demo-blue?style=flat-square "Watch the Demo Video")](https://youtu.be/1qyxTP2U_Ow)

### Object Detection Use Cases:

- Waste Detection: [![Watch Demo](https://img.shields.io/badge/Watch-Demo-blue?style=flat-square "Watch the Demo Video")](https://youtu.be/VhzkygLZido)

- Industrial Package Identification: [![Watch Demo](https://img.shields.io/badge/Watch-Demo-blue?style=flat-square "Watch the Demo Video")](https://youtu.be/KGyP10JOwvw)

- Crowd Density Estimation: [![Watch Demo](https://img.shields.io/badge/Watch-Demo-blue?style=flat-square "Watch the Demo Video")](https://www.youtube.com/watch?v=38joFjkbRUs)

### Object Tracking Use Cases:

- Vehicle Tracking: [![Watch Demo](https://img.shields.io/badge/Watch-Demo-blue?style=flat-square "Watch the Demo Video")](https://youtu.be/gUMvcrFeVUg)

### Pose Estimation Use Cases:

-  Dog Pose Estimation: [![Watch Demo](https://img.shields.io/badge/Watch-Demo-blue?style=flat-square "Watch the Demo Video")](https://youtu.be/PmiWQgdTAuA)

### How to Contribute 😊

1- Ensure your use case is computer vision-based. It can belong to any computer vision task no restrictions!

2- For better user experience, upload a video of your implementation to YouTube and attach the URL for the community to watch. This step is optional, but highly encouraged!

3- Create a documentation page for your use case.

- Include implementation details such as hardware configuration, model usage, code with step by step explanation and advantages.

- Place the file in the `usecases` folder.

4- Update the mkdocs.yml file: Add the relevant path under the nav section to make your docs accessible.

🎉 Final Step: Once all the changes are done, open the PR and If everything will look good, I will merge your PR!