image-processing-based-motion-sensing-with-telegram

Final Project

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

Science Score: 67.0%

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CITATION.cff file
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DOI references
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Low similarity (9.9%) to scientific vocabulary

Keywords

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

Last synced: 6 months ago · JSON representation ·

Repository

Final Project

Basic Info

Host: GitHub
Owner: nivi2407
Language: Python
Default Branch: main
Homepage:
Size: 20 MB

Statistics

Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Releases: 0

Topics

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

Created over 2 years ago · Last pushed 8 months ago

Metadata Files

Readme Citation

Image Processing-Based Motion Sensing with Telegram

Real-time object detection and motion alerts via Telegram

Image Processing-Based Motion Sensing with Telegram is an intelligent surveillance system built using Python, OpenCV, and deep learning. It leverages real-time video processing and object detection to identify motion from humans, cats, and dogs, and sends automated alerts (images or videos) directly to a Telegram chat via a bot interface. This project is ideal for security, home automation, or pet monitoring applications, offering an interactive and responsive way to track activity through a simple yet powerful communication channel.

🚀 How It Works

📷 Capture: Continuously captures video frames.
🔍 Detect: Compares consecutive frames to detect motion.
📡 Notify: If motion is detected:
- Takes a snapshot.
- Sends a Telegram alert with the image.

✨ Key Features:

⏱️ Real-time motion detection
🧠 Frame differencing using OpenCV
🤖 Telegram bot integration for instant alerts
📸 Captures and sends a snapshot when motion is detected
💻 Lightweight – runs on Raspberry Pi or PC

⚙️ Setup instructions:

Clone the repository

bash git clone https://github.com/nivi2407/Image-Processing-Based-Motion-Sensing-with-Telegram.git cd Image-Processing-Based-Motion-Sensing-with-Telegram

Install dependencies:

bash pip install opencv-python imutils numpy telepot

🤖 Telegram Bot Setup

Go to @BotFather on Telegram.
Type /newbot and follow the prompts.
Copy the Bot Token given by BotFather.
Get your Chat ID via @userinfobot.

python BOT_TOKEN = 'your-telegram-bot-token' CHAT_ID = 'your-chat-id'

Commands to use:

| Command | Description | |----------|-----------------------------------| | /image | Captures and sends a frame | | /video | Sends a 10-second video clip | | /help | Lists available commands |

Snapshots:

| Cat Detection | Dog Detection | |---------------|---------------| | | |

| Image Retrieval | Video Retreival | |------------------|------------------| | | |

🧰 Technologies Used

| Area | Technology | |------------------------|----------------------------| | Programming Language | Python | | Computer Vision | OpenCV, imutils | | Deep Learning Model | MobileNet SSD (Caffe) | | Bot Integration | Telegram + telepot | | Utilities | NumPy, time, datetime |

📖 Citation

Owner

Login: nivi2407
Kind: user

Repositories: 1
Profile: https://github.com/nivi2407

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this project, please cite it as follows:"
title: "Image processing based motion sensing with telegram chat-bot"
version: "2.0.4"
type: software
authors:
  - family-names: Nivetha
    given-names: S.
  - family-names: Harija
    given-names: S.
  - family-names: Ragavi
    given-names: S.
  - family-names: Lalitha
    given-names: K.
doi: "10.1063/5.0203719"
url: "https://doi.org/10.1063/5.0203719"
repository-code: "https://github.com/nivi2407/Image-Processing-Based-Motion-Sensing-with-Telegram"
date-released: 2024-05-01
license: "MIT"
preferred-citation:
  type: software
  title: "Image processing based motion sensing with telegram chat-bot"
  authors:
    - family-names: Nivetha
      given-names: S.
    - family-names: Harija
      given-names: S.
    - family-names: Ragavi
      given-names: S.
    - family-names: Lalitha
      given-names: K.
  doi: "10.1063/5.0203719"
  url: "https://doi.org/10.1063/5.0203719"

GitHub Events

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Last Year

Watch event: 1
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Last synced: 9 months ago

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Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 0
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Pull request authors: 0
Average comments per issue: 0
Average comments per pull request: 0
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0