teachable-machine-boilerplate
Boilerplate code for Teachable Machine
boilerplatedeeplearnjs
Overview
This boilerplate demonstrates how to build browser-based image classification using TensorFlow.js, combining MobileNet for feature extraction with a KNN classifier for custom training. It lets users train custom image categories live from webcam input with minimal samples by leveraging transfer learning, making it suitable for applications like gesture recognition, facial expression detection, or simple object classification without server infrastructure.
Features
webcam-integrationreal-time-classificationtransfer-learningknn-classifiermobilenet-model
Feature Flags
ecommerceauthorizationai
Recommended Use Cases
image-classificationgesture-recognitionpose-detectioncustom-model-training
Frontend
tensorflow.jsmobilenetknn-classifier
Backend
None
Auth Providers
None
Deployment Targets
browser
Payment Providers
None
Quick Facts
โญ Stars
519
๐ด Forks
164
๐ Active
Unknown
๐ Last Commit
2018-10-03T13:54:29.000Z
Stack
Language
javascript
Data Layer
UI Stack
Developer Experience
Docker
No
Tests
No
Quickstart
Yes
env.example
No
Pricing
Classification
free
Selected
โ
Notes
Open source boilerplate