Real-time Wheat Spike Detection & Counting using YOLOv5 (TFLite)
Demo of the app detecting wheat spikes in real-time (OnePlus Nord CE4).
Wheat Spike Sense is a lightweight Android application that detects and counts wheat spikes in real-time using your phone’s camera. The app runs an optimized YOLOv5/TFLite model entirely on-device, making it suitable for field conditions and high-throughput phenotyping.
- Live detection and counting of wheat spikes.
- On-device inference (no internet required).
- Mobile-optimized YOLOv5 model.
- Simple and intuitive user interface.
- Bounding box visualization.
- Single-pot per frame tracking (current version).
MIT License