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Create app.py
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app.py
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from fastapi import FastAPI, UploadFile, File
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from fastapi.responses import FileResponse
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import cv2
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import subprocess
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import uuid
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import os
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app = FastAPI()
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def detect_product_in_frame(frame):
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return (100, 50, 400, 400)
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@app.post("/process_video/")
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async def process_video(file: UploadFile = File(...)):
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input_filename = f"input_{uuid.uuid4()}.mp4"
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with open(input_filename, "wb") as f:
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f.write(await file.read())
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cap = cv2.VideoCapture(input_filename)
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success, frame = cap.read()
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if not success:
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return {"error": "Não foi possível ler o vídeo."}
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roi_box = detect_product_in_frame(frame)
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cap.release()
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output_filename = f"output_{uuid.uuid4()}.mp4"
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if roi_box:
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x, y, w, h = roi_box
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crop_cmd = [
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'ffmpeg',
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'-i', input_filename,
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'-vf', f"crop={w}:{h}:{x}:{y}",
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'-c:a', 'copy',
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output_filename
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]
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subprocess.run(crop_cmd)
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os.remove(input_filename)
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return FileResponse(output_filename, media_type="video/mp4", filename="cropped_video.mp4")
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else:
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return {"error": "Não foi possível detectar o produto para realizar o crop."}
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