#edge-devices

#edge-devices

Funding for AI chip startups is declining due to Nvidia's dominance

Hailo, a startup specializing in AI chips for edge devices, has found success with over 300 customers [ more ]

Raspberry Pi 5 now offers AI capabilities with an AI Kit extension featuring an M.2 slot and Hailo-8L accelerator module for enhanced inferencing performance. [ more ]

Personalized deep-learning models can be trained on edge devices, eliminating the need to transmit sensitive user data to cloud servers.

PockEngine, a new on-device training method, enables fine-tuning of machine learning models directly on edge devices, improving privacy and reducing computational overhead.

PockEngine significantly speeds up on-device training, performing up to 15 times faster on some hardware platforms, without compromising accuracy. [ more ]

Personalized deep-learning models can be trained on edge devices, eliminating the need to transmit sensitive user data to cloud servers.

PockEngine, a new on-device training method, enables fine-tuning of machine learning models directly on edge devices, improving privacy and reducing computational overhead.

PockEngine significantly speeds up on-device training, performing up to 15 times faster on some hardware platforms, without compromising accuracy. [ more ]