Overview of Klepsydra AI
In order to process all the amount of data coming from all the different sensors in a car, Klepsydra SDK is the perfect solution to boost data processing with no data loss. However, for autonomous navigation the use of AI algorithms will be critical. For that reason Klepsydra has developed an AI framework called Klepsydra AI.
Klepsydra AI is a high performance deep neural network engine for edge computers. Customers can deploy existing or new trained models on the edge using Klepsydra AI, in the same manner as with standard edge AI solutions. Klepsydra AI offers three main benefits:
- Process up to 5x more data with AI
- Reduce power consumption
- Compatible with main providers of AI software.
Klepsydra AI can deploy on the edge pre-existing or new models that customers might have developed and trained.
Core benefits of AI for autonomous navigation
Safety and reliability
Real-time edge AI. Klepsydra AI can process data in real time with low latency.
Predictable edge AI. Klepsydra AI is substantially more stable, predictable and deterministic than other edge solutions.
Less hardware cost. With Klepsydra AI, more data can be processed on the same hardware, with less power and less memory and without any cloud computing support.
Klepsydra AI is compatible with most AI formats and AI software solutions. It also accept input data in a variety of formats including images and time series.
Furthermore, Klepsydra can be deploy to several edge computers including, but not limited to, Odroid XU4, RaspberryPi4, Intel NUC, etc.
Figure 1. Klepsydra AI setup.