andfanilo / mobile-game-object-detection

Detect a maximum of objects the model can detect, in a minimum of time. (kinda paused for now)

Object detection game

The demo was initially YOLOv3 behind a Flask server on GPU, and the Vue frontend hitting the backend for predictions. I wanted to try everything in the browser, so using CocoSSD instead and did a lot of refactoring to actually isolate logic in multiple components, but the inference is really slow on my computer...so right now I'm putting this project on pause.

Detect a maximum of objects the model can detect, in a minimum of time.

Project setup

npm install

Compiles and hot-reloads for development

npm run serve

Compiles and minifies for production

npm run build

Lints and fixes files

npm run lint

Customize configuration

See Configuration Reference.

References

• TensorFlow.js — Real-Time Object Detection in 10 Lines of Code
• TensorFlow.js: Make a smart webcam in JavaScript with a pre-trained Machine Learning model
• In-Browser Object Detection Using Tensorflow.js