/object-detection-on-web

Next.js application with models loaded on client. Only TFJS SSD model, will include custom YOLOv8 model soon.

Primary LanguageTypeScript

Object Detection Demo deployed on the edge

The models get loaded directly to client's browser to perform real-time inference.



Tech Stack

  1. next.js
  2. typescript
  3. tailwind css
  4. shadcnui
  5. tfjs

Future Improvement (Open for contributions)

  1. custom pytorch YOLO model (currently only SSD)
  2. object tracking (track object ids)
  3. responsive (currently only support 640 x 480)