Desktop platform
GIP — End-to-End Object Detection Platform
Jan 2026 – Mar 2026
A standalone desktop platform covering the full object detection lifecycle — camera capture, annotation, training and real-time GPU-accelerated inference — in a single application.
A standalone desktop platform covering the full object detection lifecycle in a single application, enabling local, project-based model development without separate labeling or training tools.
- Industrial, USB and GigE camera capture.
- Dataset management, YOLO annotation and train/validation splitting.
- Model training and real-time GPU-accelerated inference.
Stack
- Python
- PyQt6
- OpenCV
- Ultralytics YOLO
- PyTorch
- CUDA
- Albumentations
- ONNX
- QtCharts
- Daheng GigE SDK