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Update restapi.py (ultralytics#2967)
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glenn-jocher authored Apr 28, 2021
1 parent 420ff3a commit 9bef5c6
Showing 1 changed file with 4 additions and 5 deletions.
9 changes: 4 additions & 5 deletions utils/flask_rest_api/restapi.py
Original file line number Diff line number Diff line change
Expand Up @@ -24,15 +24,14 @@ def predict():

img = Image.open(io.BytesIO(image_bytes))

results = model(img, size=640)
data = results.pandas().xyxy[0].to_json(orient="records")
return data
results = model(img, size=640) # reduce size=320 for faster inference
return results.pandas().xyxy[0].to_json(orient="records")


if __name__ == "__main__":
parser = argparse.ArgumentParser(description="Flask api exposing yolov5 model")
parser = argparse.ArgumentParser(description="Flask API exposing YOLOv5 model")
parser.add_argument("--port", default=5000, type=int, help="port number")
args = parser.parse_args()

model = torch.hub.load("ultralytics/yolov5", "yolov5s", force_reload=True).autoshape() # force_reload to recache
model = torch.hub.load("ultralytics/yolov5", "yolov5s", force_reload=True) # force_reload to recache
app.run(host="0.0.0.0", port=args.port) # debug=True causes Restarting with stat

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