SensiML offering complete open-source AutoML to develop edge AI/ML
SensiML unveiled a complete, open-source AutoML solution for the development of edge AI/ML applications with its popular Analytics Studio application. The open-source model already prevails for highly-adopted AI libraries such as TensorFlow and PyTorch, but until now eludes comprehensive AutoML development tools targeting IoT edge devices.
SensiML’s trailblazing open-source offering promises to deliver enhanced creativity, innovation, and AI code transparency to the global community of IoT device developers and expands the company’s access to the rapidly growing market projected by ABI Research to reach 3.5 billion AI-enabled edge devices by 2027. AutoML, or automated machine learning, simplifies and greatly speeds up the process of creating machine learning models. This makes machine learning more accessible to developers who may not have specialized data science knowledge. Building ML models for IoT microcontrollers and edge SoCs is particularly complex because it requires blending data science with embedded code optimization for devices with limited memory and compute power. AutoML helps overcome these challenges. SensiML's trailblazing open-source offering promises to deliver enhanced creativity, innovation, and AI code transparency to the global community of IoT device develope...
SensiML’s trailblazing open-source offering promises to deliver enhanced creativity, innovation, and AI code transparency to the global community of IoT device developers and expands the company’s access to the rapidly growing market projected by ABI Research to reach 3.5 billion AI-enabled edge devices by 2027. AutoML, or automated machine learning, simplifies and greatly speeds up the process of creating machine learning models. This makes machine learning more accessible to developers who may not have specialized data science knowledge. Building ML models for IoT microcontrollers and edge SoCs is particularly complex because it requires blending data science with embedded code optimization for devices with limited memory and compute power. AutoML helps overcome these challenges. SensiML's trailblazing open-source offering promises to deliver enhanced creativity, innovation, and AI code transparency to the global community of IoT device develope...
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