Prophesee

For data scientists working on the cutting edge of sensor fusion, robotics, or industrial IoT, Prophesee offers a paradigm shift from traditional frame-based data. Instead of processing dense, redundant frames, you work with a stream of asynchronous events, each marking a change in luminance. This 'data on change' approach is inherently efficient, reducing the computational load, power consumption, and data bandwidth required for analysis. Projects involving high-speed object tracking, particle counting, or vibration monitoring—where conventional cameras either blur motion or produce massive datasets—are prime candidates. The Metavision SDK provides the necessary tools, including data players, visualization modules, and a C++/Python API to integrate this novel data type into your existing analytics and machine learning pipelines. It allows you to build predictive models that react in real-time, with latency measured in microseconds, not milliseconds.