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from ultralytics import YOLO
from flask import Flask, request, jsonify
app = Flask(__name__)
model = YOLO('best.pt')
@app.route('/predict', methods=['POST'])
def predict():
image = request.files['file'].read()
results = model(image)
return jsonify(results.pandas().xyxy[0].to_json(orient="records"))
if __name__ == '__main__':
app.run(host='0.0.0.0', port=8080)
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