Power Lines Detection

Rules for project paths

• /app - FastAPI
• /front - Frontend
• /engine - Neural network testing code

Architecture

Stack

• FastAPI
• Postgres
• Celery + Redis for tasks
• Minio S3 Bucket
• Vue

Setup instructions

1. Download project from git

with git clone

git clone project_path

or with arhive

2. Install Docker Desktop

Download docker desktop and install

3. Download onnx

Download onnx files form yandex disk

4. Build worker & backend containers with downloaded onnx

path to unpack arhieve /app/tasks/models

docker-compose build worker
docker-compose build backend
docker-compose build frontend

5. Run services

Run all serives

docker-compose up 

Dataset links

Dataset

Training code