Grovety at tinyML Talk in September 2023
If you missed one of the recent #tinyMLTalks webcast series: Minimizing Resource Usage in Microcontrollers for Cost-Effective Solutions with Ilya Gozman, Senior Fellow, Chief AI Architect at Grovety Inc., hosted by Evgeni Gousev from Qualcomm, we have got you covered! The video is now available on tinyML YouTube channel:
We illustrated how Apache TVM, an open source machine learning compiler, can significantly help reduce device cost and energy consumption. We also discussed our choice of Micro TVM and Arm Ethos-U55 on Alif E5 SoC, detailing their unique advantages and how they align with our goals, and revealing the results of our optimization efforts. Finally, we provided an exciting sneak peek into the future of our TinyML efforts, including upcoming products, our goal to further refine networks while maintaining accuracy, and our innovative strategies for ongoing optimization and development in the TinyML field.