https://github.com/nivi2407/image-processing-based-motion-sensing-with-telegram

Final Project
https://github.com/nivi2407/image-processing-based-motion-sensing-with-telegram

caffemodel cat-dog-detection image-processing motion-detection neural-network python telegram-bot

Last synced: over 1 year ago
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Final Project

• Host: GitHub
• URL: https://github.com/nivi2407/image-processing-based-motion-sensing-with-telegram
• Owner: nivi2407
• Created: 2023-07-01T07:12:07.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2025-02-08T15:31:35.000Z (over 1 year ago)
• Last Synced: 2025-02-08T15:32:50.633Z (over 1 year ago)
• Topics: caffemodel, cat-dog-detection, image-processing, motion-detection, neural-network, python, telegram-bot
• Language: Python
• Homepage:
• Size: 20 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Citation: CITATION.cff

Awesome Lists containing this project

README

          
# Image Processing-Based Motion Sensing with Telegram

An algorithm for detecting moving objects from video sequences using image processing. Motion detection software is crucial for enhancing security features, such as motion sensor lighting and security cameras. This project focuses on Python-based motion detection, identifying movements of humans, cats, or dogs in front of a camera. The proposed method employs a neural network model for movement detection, coupled with image processing techniques.

Features:

- **Motion Detection:** Utilizes a reliable background updating model and threshold methods to detect complete moving objects, including humans, cats, and dogs.

- **Telegram Integration:** Sends notifications to an admin via a Telegram chat bot when movements are detected. Enables real-time communication by retrieving images and videos.

Motion Detection Examples

Cat Motion Detection | Dog Motion Detection



  

  



Human Motion Detection



  

  



## Technologies Used

- Python

- Image Processing

- Neural Network