https://andro.io/app/mnistapp
Ternary Neural Networks MNIST for  Android – Latest Version & Features app icon
Android app profile

Ternary Neural Networks MNIST for Android – Latest Version & Features

by

4.0 (0 ratings)
Power 100

Price

free

Version

Updated

Size

Bytes

Rate this app

How do you feel about Ternary Neural Networks MNIST?

Thanks for your feedback!

> 2.2k

Monthly Downloads

~$900

Estimated Cost

Screenshots

About Ternary Neural Networks MNIST

Deep learning recognizes handwritten digits with high recognition rate.
We usually use MNIST data sets (60,000 train-images and 10,000 test-images) to demonstrate neural network models.
Original MNIST didnt suitable for this applications and I made my own handwritten data sets.
When you write a number in the blank space, ternary neural networks will recognize the number.
You can see the prediction, probability, time cost and number of multiplications.Ternary Neural Networks have only 9 multiplication patterns.--------------------------------0x00x10x(-1)1x01x11x(-1)(-1)x0(-1)x1(-1)x(-1)--------------------------------In this applications, details of multiplications in networks are obvious.If I used Tensor Flow lite, it would be easier to implement neural networks model in Android application.
I didnt use libraries to show the number of multiplications.
"For loop" recognition isnt efficient but useful to learn details of the networks.

Share

Share Ternary Neural Networks MNIST

Help others discover this Android app.

Ternary Neural Networks MNIST

Ternary Neural Networks MNIST

Free

Get