deployed on: https://parking-spot-api-2.onrender.com
The api has a UI on the / route on which you can downlaod exmplae image and aanotation that can be uploaded again to get a prediction. The prediction will take about 30 seconds due to the fact that the model is deployed on a server with very weak ressources.
There are three models that one can use:
- m_alex_net.pth normal float precission model
- model_qunatized_static.pt statically quantized model
- onxx_malex_net.onnx model designed to run on onxx runtime
To install packages:
pip install -r requirements.txt
To start it:
uvicorn main:app