keras error on predict

Question

I am trying to use a keras neural network to recognize canvas images of drawn digits and output the digit. I have saved the neural network and use django to run the web inte

Answer 1

You're asking the neural network to evaluate 784 cases with one input each instead of a single case with 784 inputs. I had the same problem and I solved it having an array with a single element which is an array of the inputs. See the example below, the first one works whereas the second one gives the same error you're experiencing.

model.predict(np.array([[0.5, 0.0, 0.1, 0.0, 0.0, 0.4, 0.0, 0.0, 0.1, 0.0, 0.0]]))
model.predict(np.array([0.5, 0.0, 0.1, 0.0, 0.0, 0.4, 0.0, 0.0, 0.1, 0.0, 0.0]))

hope this solves it for you as well :)