Download MNIST App APK latest version Free for Android
| Version | 1.0 |
| Update | 4 years ago |
| Size | 1.81 MB (1,900,346 bytes) |
| Developer | Formigone |
| Category | Apps, Libraries & Demo |
| Package Name | mnist.ai.formigone.com.mnistapp |
| OS | 4.0.3 and up |
MNIST App APPLICATION description
This app uses machine learning to understand hand-written numbers.
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
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
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Old versions
| Version | Size | Update |
|---|---|---|
| ⇢ 1.0 (1 variants) | ↓ 1.81 MB | ◴ 4 years ago |
| ⇢ 1.3.0 (1 variants) | ↓ 31.20 MB | ◴ 4 years ago |
