Edge AI

c/edge-ai · 2 posts

Getting models onto microcontrollers, Raspberry Pi, Jetson and laptops: runtimes, quantization and measured numbers.

FrontierOS team23 Sep 2026Discussion
What actually runs well on a Raspberry Pi 5?
Our compute tiers are estimates based on parameter counts. Real numbers beat estimates.
depth-anything/Depth-Anything-V2-Small-hf ustc-community/dfine-small-coco HuggingFaceTB/SmolVLM2-500M-Video-Instruct moonshine-ai/moonshine-streaming-small
FrontierOS team18 Sep 2026Question
Open-vocabulary perception on a Jetson Orin: what's your pipeline?
Grounding DINO for boxes followed by SAM 2.1 for masks is a common language-driven pick-and-place front end.
IDEA-Research/grounding-dino-tiny facebook/sam2.1-hiera-small google/owlv2-base-patch16-ensemble