Optimized and Explainable Deep Learning through AI itself

Our patented 'AI building AI' technology reduces the complexity and guesswork in designing efficient and high-performance deep learning solutions for real world applications.

Generative Synthesis: a new way to optimize and understand deep learning

DarwinAI’s Generative Synthesis technology – the byproduct of years of scholarship from the University of Waterloo – uses AI itself to understand a neural network and then learns to generate a number of new and highly optimized networks tailored to specific needs and requirements.

The result are new and entirely unique networks that are not only significantly smaller than the original network, but infer faster without sacrificing functional accuracy. Moreover, the understanding garnered by the Generative Synthesis process enables explainable deep learning, whereby the platform can illuminate how a network is reaching its conclusions across an entire dataset or a singular inference.

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