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update
Browse files
app.py
CHANGED
@@ -1,9 +1,12 @@
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from fastapi import FastAPI, File, UploadFile
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from retinaface import RetinaFace
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import cv2
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import numpy as np
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from typing import Any
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from rembg import remove
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app = FastAPI()
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@@ -35,12 +38,19 @@ async def detect_faces(file: UploadFile = File(...)):
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@app.post("/remove_background")
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async def remove_background(file: UploadFile = File(...)):
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contents = await file.read()
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@app.get("/")
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from fastapi import FastAPI, File, UploadFile
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from fastapi.responses import StreamingResponse
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from retinaface import RetinaFace
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import cv2
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import numpy as np
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from typing import Any
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from rembg import remove
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from PIL import Image
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import io
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app = FastAPI()
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@app.post("/remove_background")
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async def remove_background(file: UploadFile = File(...)):
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contents = await file.read()
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image = Image.open(io.BytesIO(contents))
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image_rembg = remove(image)
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image_np = np.array(image_rembg)
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image = Image.fromarray(image_np)
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# Convert the image to bytes
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img_byte_arr = io.BytesIO()
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image.save(img_byte_arr, format='PNG')
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img_byte_arr.seek(0)
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return StreamingResponse(io.BytesIO(img_byte_arr.read()), media_type="image/png")
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@app.get("/")
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