YOLO11-FastAPI:

docker service that uses YOLOv11 to recognize turtles.

Sample

Here's a sample of what you can expect to see with this project:

What's inside:

• YOLOv11: A popular real-time object detection model
• FastAPI: A modern, fast (high-performance) web framework for building APIs
• Docker: A platform for easily building, shipping, and running distributed applications

Locally

To start the application locally, follow these steps:

1. Install the required packages:

pip install -r requirements.txt

2. Start the application:

uvicorn main:app --reload --host 0.0.0.0 --port 8001

Usage

Running the Service Locally

To start the service locally, use the following command:

docker run ghcr.io/iad/tao-turtles-recognition

The service will be accessible on port 8001.

Accessing the Public Service

Alternatively, you can use the publicly available service at: http://isturtle.iadlab.ru/docs

FAST API Docs url:

http://0.0.0.0:8001/docs#/

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Special Thanks to Alex-Lekov/yolov8-fastapi