What this demo demonstrates
- Live segmentation and classification running on NVIDIA Holoscan
- Deterministic low-latency processing on edge hardware
- Stable operation with real outdoor camera data
- End-to-end pipeline from camera to actionable output
- Easy integration with robotics and automation frameworks such as ROS2, autonomous UGV platforms, and video surveillance systems
Benefits for end users
- Immediate robotic decision making and safer autonomy
- Reliable perception in uncontrolled lighting and weather
- Lower system complexity by processing on-device
- Predictable performance suitable for real-time systems
What AgirVision can deliver for your use case
- Fast integration of proven models into your robotics or automation pipeline
- Extension of existing networks with new classes tailored to your environment and data
- Deployment connectors for ROS2 topics/services, gRPC/REST APIs, or industrial protocols
- Hardware-optimized runtime on Jetson, Orin, x86 GPU, or Holoscan platforms
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