예제 #1
0
def runMnistData():
    json_inp = request.get_json()
    newImg = fr.createImageFromArray(json_inp['data'], json_inp['height'], json_inp['width'], 28, 28)
    fr.ShowImage(newImg, 28, 28)
    net = nn.NeuralNetwork([28 * 28, 51, 10], 0.2, [nn.RELU, nn.SIGMOID])
    data = net.feed_forward(newImg)
    net.load_weights()
    response = getNumberIndex(data)
    return jsonify({"response": response, "raw_data": data})