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Object Detection Docker Project

Services

  • yolov5 - object detection AI model
  • polybot - The Telegram app is a flask-based service that responsible for providing a chat-based interface for users to interact with your image object detection functionality. It utilizes the Telegram Bot API to receive user images and respond with detected objects.

Usage

When a user sends a message to the bot, telegram servers forward the message to the Python app. The Python app processes the message, executes the desired logic, and may send a response back to Telegram servers, which then delivers the response to the user. To start the application run the "runDockerCompose.sh" script which will do docker-compose up, initiate the replica set and run Ngrok.

Example

image