Enables the conversion and compilation of ML models for edge deployment, integrating sensors and offering optimized libraries and performance monitoring tools.
Vendor
SiMa Technologies
Company Website
Palette SDK is a component of SiMa.ai's comprehensive software suite designed to simplify the deployment of complex Physical AI applications. It specifically focuses on enabling developers to convert and compile Machine Learning models for deployment on SiMa.ai's edge hardware. The SDK includes Command Line Interface (CLI) tools and Application Programming Interfaces (APIs) that facilitate the integration of sensors and plug-ins. Users can leverage pre-optimized libraries and templates for efficient model implementation. Additionally, Palette SDK provides dashboards for evaluating and monitoring the performance of deployed models, ensuring optimal operation in real-world scenarios.
Features & Benefits
- Model Conversion & Compilation: Converts and compiles ML models specifically for SiMa.ai edge hardware.
- Sensor & Plug-in Integration: CLI tools and APIs allow for seamless integration of sensors and custom plug-ins.
- Optimized Libraries & Templates: Provides pre-optimized models and templates to accelerate development.
- Performance Monitoring: Dashboards offer tools to evaluate and monitor the performance of deployed AI applications.