https://github.com/inerttila/object_detection_yolov5

Object-Detection-Yolov5 is a Django WebApp integrating YoloV5 for real-time object detection. Harness the power of Python, Django, and YoloV5 .
https://github.com/inerttila/object_detection_yolov5

bootstrap4 crispy-forms css djago-admin django docker gdal javascript machine-learning object-detection python user-authentication yolov5

Last synced: 17 days ago
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Object-Detection-Yolov5 is a Django WebApp integrating YoloV5 for real-time object detection. Harness the power of Python, Django, and YoloV5 .

• Host: GitHub
• URL: https://github.com/inerttila/object_detection_yolov5
• Owner: inerttila
• License: mit
• Created: 2024-10-23T14:40:48.000Z (2 months ago)
• Default Branch: main
• Last Pushed: 2024-12-16T16:08:28.000Z (17 days ago)
• Last Synced: 2024-12-16T17:24:33.309Z (17 days ago)
• Topics: bootstrap4, crispy-forms, css, djago-admin, django, docker, gdal, javascript, machine-learning, object-detection, python, user-authentication, yolov5
• Homepage:
• Size: 10.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# ![TOAST UI Editor](https://skaitech.al/wp-content/uploads/2024/10/try-1.png)

Object-Detection-Yolov5 is a Django WebApp integrating YoloV5 for real-time object detection. Harness the power of Python, Django, and YoloV5 .

You can upload either a TIFF photo with metadata or a regular photo to detect objects using YOLO.

  

    

      

    

    

      

    

  

  

    

      

    

  

## Processed TIFF photos

  

    

      

    

    

      

    

      

      

    

  

## Built with

- Django: A high-level Python web framework used for rapid development and clean design.

- Crispy Forms: Provides improved form layouts with Django.

- Celery: Enables background task processing for asynchronous operations.

- YOLOv5: Deep learning model for real-time object detection.

- Bootstrap 4 & Crispy-Bootstrap4: Adds responsive design and styling to the app.

- Whitenoise: Simplifies static file handling and improves performance in production.

- GeoPandas & GDAL: Facilitates working with geospatial data.

- Django User Agents: Helps detect user devices for adaptive content.

- Django DB Backup: Automates database and media backup management.

## [License](https://github.com/inerttila/Object_Detection_YoloV5/blob/main/LICENSE)

MIT © [Inert Tila ](https://github.com/inerttila/Object_Detection_YoloV5/blob/main/LICENSE)

## [Contact Me ](https://inert.netlify.app)

Website © [Inert Tila ](https://inert.netlify.app)

Linkedin © [Inert Tila ](https://www.linkedin.com/in/inerttila)