ValueError at /image/ Tensor Tensor(“activation_5/Softmax:0”, shape=(?, 4), dtype=float32) is not an element of this graph

Question

I am building an image processing classifier and this code is an API to predict the image class of the image the whole code is running except this line (pred = model.predict

Answer 1

Your test_image and input of tensorflow model is not match.

# Your image shape is (, , 3)
test_image = cv2.imread('media/'+request.FILES['test_image'].name)

if test_image is not None:
    test_image = cv2.resize(test_image, (128, 128))
    test_image = np.array(test_image)
    test_image = test_image.astype('float32')
    test_image /= 255
    print(test_image.shape)
else:
    print('image didnt load')

# Your image shape is (, , 4)
test_image = np.expand_dims(test_image, axis=0)
print(test_image)
print(test_image.shape)

pred = model.predict_classes(test_image)

The above is just assumption. If you want to debug, i guess you should print your image size and compare with first layout of your model definition. And check whe the size (width, height, depth) is match