app.py

# app.py
from fastapi import FastAPI, File, UploadFile
from fastapi.middleware.cors import CORSMiddleware
from predict import read_image, transformacao

app = FastAPI()

# Add CORS middleware to allow requests from any origin (for development)
app.add_middleware(
    CORSMiddleware,
    allow_origins=["*"],
    allow_methods=["*"],
    allow_headers=["*"],
)

@app.get("/")
async def root():
    return {"message": "Welcome to the medicinal plants image detection API!"}

@app.post("/uploadfile/")
async def create_upload_file(file: UploadFile = File(...)):
    contents = await file.read()
    # read image
    imagem = read_image(contents)
    # transform and prediction 
    prediction = transformacao(imagem)
    return prediction