NetsPresso® is a proprietary hardware-aware AI optimization platform built to empower a wide variety of AI solutions across different industries including intelligent transportation systems and driver monitoring systems. NetsPresso® significantly reduces the time and resources required to develop an AI model and optimizes the model for target devices to enable more efficient and effective deployment in production.
NetsPresso® is composed of three different modules:
- Model Searcher: AutoML, NAS, & HW aware training
- Model Compressor: automatic compression, structured pruning, filter decomposition, & HW aware model profiling
- Model Launcher: quantization, packaging, converting, & device farm. NetsPresso®'s compression technology is compatible with STM32 Model Zoo and STM32 Cube.AI Developer Cloud