Torchvision object detection tutorial

A Python library based around this tutorial from Torchvision.

Instructions

Install

git clone https://github.com/dewcservices/tvtuner.git
cd tvtuner
python -m venv venv --prompt .
source venv/bin/activate
python -m pip install .[dev]

Train example models

cd examples
./download_data.sh  # requires a Kaggle account
python main.py penn_fudan 
python main.py tomatoes
python main.py fixed_wing
python main.py quadcopter

Serve trained models in Docker

cd examples
docker build . -t tvtuner:latest
docker run -p 8080:8080 tvtuner:latest
curl localhost:8080/models