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fromflaskimportFlask,request,jsonifyimportcv2importnumpyasnpimport17c17app=Flask(__name__)model=17c17.load_model('/path/to/save_model')@app.route('/predict',methods='POST')defpredict():data=request.get_json()image=cv2.imdecode(np.fromstring(data'image',np.uint8),cv2.IMREAD_COLOR)prediction=model.predict(image)returnjsonify({'prediction':prediction.tolist()})if__name__=='__main__':app.run(host='0.0.0.0',port=5000)
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