The open-source model for the Metavision Intelligence Suite enables compatibility across the ecosystem of camera makers and their customers. By releasing a number of key modules under Open Source License, it accelerates the creation of custom plugins while ensuring compatibility with the underlying hardware from camera manufacturers.
Ushering in the Machine Learning era for Event-Based Vision
The development environment provides a complete platform for rapid development of machine-learning applications.
Beginning with access to the extensive and real-sequence data set Prophesee has created over the past four years, developers then use a variety of tools to guide the development of neural network models, run inference on event-based data for both supervised training tasks for object detection and self-supervised training for optical flow – all optimized for event-based vision. In addition, developers can easily create their own models or leverage their existing frame-based datasets and models, using the provided event-based simulator, and improve them with Event-Based Vision.
New applications enable critical manufacturing, logistics use cases
The Metavision Intelligence Suite adds new ready-to-use applications for key processes that can be enhanced with Event-Based Vision. These include:
- Particle Size Monitoring: Count and measure objects passing through a field of view at very high speeds (up to 500,00 pixels/second) with up to 99.9% counting precision in a production line to ensure better control of the process.
- Jet monitoring. Monitor the speed and quality of liquid dispensing in real time. Detect and count high speed jets, with unparalleled accuracy, support up to 500Hz jet dispensing, and generate alarms automatically when errors occur on the dispenser.
- Edgelet tracking. Achieve ultra robust 3D objects real-time tracking with low compute power by leveraging the low data-rate and sparse information provided by event-based sensors.
The latest version of the Metavision Intelligence Suite is available now. Go to https://www.prophesee.ai/metavision-intelligence/ for more information.
Go to https://www.prophesee.ai/2020/11/24/automotive-megapixel-event-based-dataset/ for information on downloading the event-based vision dataset.
Prophesee is the inventor of the world’s most advanced neuromorphic vision systems.
The company developed a breakthrough Event-Based Vision approach to machine vision. This new vision category allows for significant reductions of power, latency and data processing requirements to reveal what was invisible to traditional frame-based sensors until now.
Prophesee’s patented Metavision® sensors and algorithms mimic how the human eye and brain work to dramatically improve efficiency in areas such as autonomous vehicles, industrial automation, IoT, security and surveillance, and AR/VR.
Prophesee is based in Paris, with local offices in Grenoble, Shanghai, Tokyo and Silicon Valley. The company is driven by a team of more than 100 visionary engineers, holds more than 50 international patents and is backed by leading international investors including Sony, iBionext, 360 Capital Partners, Intel Capital, Robert Bosch Venture Capital, Supernova Invest, and European Investment Bank.