Skip to content

DoodleDraw recognition

Rabbit Cat banana

Quickdraw dataset were created by Google that includes millions of hand-drawn doodle. The model were trained through the subset from kaggle challenge.

Model were trained with MobileNet on PyTorch and achieved 91.7% top 3 accuracy. This application demos how user can import PyTorch model and run inference on their device.

The minimum API level for this project is 26.


Use the following command to install this app on your Android phone:

cd quickdraw_recognition

# for Linux/macOS
./gradlew iD

# for Windows
..\gradlew iD

It will install the doodle_draw application on your Android phone.