Train some neural network on specific smart objects

Question

Closed this issue 7 years ago · 4 comments

Let's identify some specific smart objects we want to activate and train the mobilenet neural network to recognize them.

Answer 1 · 2017-10-06T18:11:00.000Z

Doubt: after training the mobile network to recognize specific smart object does it still recognize generic objects as a plain mobilenet?

Answer 2 · 2017-10-09T09:41:28.000Z

No, it recognize only the new object

Answer 3 · 2017-10-11T12:27:06.000Z

It seams training on a inception5h model instead of inception_v3 is more difficult.

Answer 4 · 2017-10-12T08:34:45.000Z

Tried retraining successfully mobilenet neural network. I used the bigger mobile net, with a final size of 16Mb.

Parameter to adjust:
INPUT_SIZE = 224
IMAGE_MEAN = 128;
IMAGE_STD = 128.0f;
INPUT_NAME = "input";
OUTPUT_NAME = "final_result";