價格：免費
更新日期：2017-11-03
檔案大小：因裝置而異
目前版本：因裝置而異
版本需求：Android 4.0.3 以上版本
官方網站：http://www.rodrigo-silveira.com
Email：webmaster@rodrigo-silveira.com
聯絡地址：隱私權政策
A personal project that applies machine learning proficiency. The app allows users to draw a number on the phone, and using the raw pixels of this drawing as input, the model predicts with high accuracy what the number is.
The project involved:
+ Using the existing MNIST dataset.
+ Applying data augmentation techniques to increase dataset.
+ Developing, training, debugging, and optimizing multiple deep learning models.
+ Deploying the best model to TensorFlow mobile.
+ Developing a backend web API that collects users usage of the app to continue to train the model.
+ Over 20,000 observations have been collected to date from users interacting with the app.
Tools used:
+ TensorFlow
+ Python
+ Apache
+ Node.js
+ Express
