Project 14 of 39 · AI systems
Real-Time Object Detection
Detection running in the browser over your webcam with TensorFlow.js and a COCO-SSD model. Class filtering and the confidence threshold are applied client side, and no frame leaves the device.
01Overview
A live demonstration that runs in this page. A model loads in the browser and detects objects through the webcam, with no server involved.
Classification and the confidence threshold are applied client side, and no frame leaves the device.
02How it is built
- Runs entirely in the browser, so there is no round trip per frame and nothing to upload.
- Individual object classes can be filtered out, which is what makes the output readable on a busy image.
- The confidence threshold is adjustable while the camera is running.
03Screens
