MNIST App Apk
Apk Infos
| Version | 1.3.0 |
| Rating | 4.5/5, based on 10 votes |
| Size | 31.2 MB |
| Requires Android | Android 4.0+ (Ice Cream Sandwich) |
| Author's Notes | This app uses machine learning to understand hand-written numbers. |
About MNIST App APK
Table Of Contents
Description
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
Latest updates
What's new in version 1.3.0
Reclassify digits via app linksMinor bug fixes
How to install MNIST App APK on Android phone or tablet?
Download MNIST App APK file from ApkClean, then follow these steps:
Update Phone Settings
- Go to your phone Settings page
- Tap Security or Applications (varies with device)
- Check the Unknown Sources box
- Confirm with OK
Go to Downloads
- Open Downloads on your device by going to My Files or Files
- Tap the APK file you downloaded (mnist.ai.formigone.com.mnistapp-v1.3.0-ApkClean.apk)
- Tap Install when prompted, the APK file you downloaded will be installed on your device.
Older Versions
| 1.3.0 (11) | 31.2 MB |
Questions & Answers
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