File size: 2,523 Bytes
44acddd 2d15367 44acddd c1364b9 44acddd 736bf26 c4f2cca 44acddd aeee3ba 44acddd bc13748 44acddd 2e79b76 2d15367 44acddd 4ce9948 44acddd 39e53c4 44acddd 4ce9948 44acddd c4f2cca b896387 c4f2cca 44acddd c4f2cca 44acddd c4f2cca 3ebd9c2 c4f2cca 9618376 44acddd c4f2cca 3ebd9c2 c4f2cca 9618376 c4f2cca e6702de aeee3ba 52ba617 aeee3ba e6702de |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 |
from fastapi import FastAPI, Request, UploadFile
from fastapi.responses import HTMLResponse, FileResponse
from fastapi.staticfiles import StaticFiles
from fastapi.templating import Jinja2Templates
from fastapi.middleware.cors import CORSMiddleware
from pydantic import BaseModel
import subprocess
from pathlib import Path
from config import settings
import logging
app = FastAPI(
title=settings.PROJECT_NAME, openapi_url=f"{settings.API_V1_STR}/openapi.json"
)
# app.mount("/static", FileResponse, name="static")
# templates = Jinja2Templates(directory="templates")
app.mount("/static", FileResponse, name="static")
templates = Jinja2Templates(directory="app/templates")
class Item(BaseModel):
file: UploadFile
@app.get("/", response_class=HTMLResponse)
async def root(request: Request):
return templates.TemplateResponse("index.html", {"request": request})
@app.post("/detect/", response_class=HTMLResponse)
async def detect_objects(request: Request, item: Item):
try:
print('Item:', item)
print('File name:', item.file.filename)
input_file = f"uploads/{item.file.filename}"
output_file = f"static/output/{item.file.filename}"
# Save the uploaded file
with open(input_file, "wb") as file:
file.write(item.file.file.read())
print('Detect start')
# Run YOLOv7 detection and save output
# subprocess.run(["python", "detect.py", "--conf", "0.5", "--img-size", "640", "--weights", "app/model/best.pt", "--source", input_file, "--save-txt", "--save-conf", "--exist-ok", "--project", output_file])
print('Detect end')
# Render HTML using Jinja2Templates
# return templates.TemplateResponse(
# "result.html",
# {"request": request, "original_image": f"/static/{item.file.filename}", "output_image": f"/static/output/{item.file.filename}"},
# )
return templates.TemplateResponse("index.html", {"request": request})
except Exception as e:
logging.error(f"Error in /detect endpoint: {str(e)}")
raise e
# Set all CORS enabled origins
# if settings.BACKEND_CORS_ORIGINS:
# app.add_middleware(
# CORSMiddleware,
# allow_origins=[str(origin) for origin in settings.BACKEND_CORS_ORIGINS],
# allow_credentials=True,
# allow_methods=["*"],
# allow_headers=["*"],
# )
# Start app
if __name__ == "__main__":
import uvicorn
uvicorn.run(app, host="0.0.0.0", port=8001)
|