Backend

Used to serve tensorflow model using API (model not included)

POST /predict get prediction for one image name and data
POST /upload upload a image
GET /list list all image filenames
GET /images/:filename Get image name

Run

uvicorn main:app --reload

Docs

https://api.severity.ml/docs

POST Endpoints

POST /upload upload image using multipart/form-data

recommended size is 500x500 rgb image POST /predict predict using

{
  "filename": "string",
  "weather": "string",
  "brightness": 0,
  "speed": 0
}