{"title":"AI \u0026 Edge Compute","description":"\u003cp\u003eAI and edge-compute boards for on-device inference — computer vision, machine learning and other workloads that benefit from real processing power close to the sensor rather than in the cloud. Compare available accelerator hardware, memory, camera\/sensor interfaces and software framework support before choosing, since capability varies significantly across this category.\u003c\/p\u003e","products":[{"product_id":"seeed-xiao-esp32s3-sense-camera-mic-ai-dev-board","title":"Seeed XIAO ESP32S3 Sense — Camera + Mic AI Dev Board","description":"\u003cp\u003eThe whole point of edge AI in one tiny board: an ESP32-S3, a real camera, and a microphone, all together in a footprint smaller than a coin. This is the exact board most on-device vision and audio tutorials are built around.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eESP32-S3 with onboard camera (OV2640\/OV3660-class) and I2S microphone, all on one small PCB\u003c\/li\u003e\n\u003cli\u003eEnough processing headroom to run real TinyML models directly on the board, no cloud round-trip required\u003c\/li\u003e\n\u003cli\u003eThe anchor board for genuine on-device inference projects, not just data collection for someone else's server\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThe core hardware behind our Edge Object Detector build, and a real, capable starting point for any vision or audio ML project in this catalog.\u003c\/p\u003e","brand":"Seeed Studio","offers":[{"title":"3pcs","offer_id":52882731008312,"sku":"TML-AI-SEEED-XIAO-ESP32S3-SENSE-01","price":2823.0,"currency_code":"THB","in_stock":true},{"title":"10pcs","offer_id":52882731041080,"sku":"TML-AI-SEEED-XIAO-ESP32S3-SENSE-02","price":9405.0,"currency_code":"THB","in_stock":true},{"title":"5pcs","offer_id":52882731073848,"sku":"TML-AI-SEEED-XIAO-ESP32S3-SENSE-03","price":4702.0,"currency_code":"THB","in_stock":true},{"title":"2pcs","offer_id":52882731106616,"sku":"TML-AI-SEEED-XIAO-ESP32S3-SENSE-04","price":1879.0,"currency_code":"THB","in_stock":true},{"title":"1pc","offer_id":52882731139384,"sku":"TML-AI-SEEED-XIAO-ESP32S3-SENSE-05","price":939.0,"currency_code":"THB","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1012\/8716\/6264\/files\/xiao-spec-callout-final.png?v=1788459689"},{"product_id":"seeed-grove-vision-ai-module-v2-onboard-npu-vision-co-processor","title":"Seeed Grove Vision AI Module V2 — Onboard NPU Vision Co-Processor","description":"\u003cp\u003eA dedicated vision brain that runs inference on its own, independent of whatever controller it's plugged into. This module has its own onboard NPU, so the main controller just asks it questions and gets answers back, it doesn't have to do the heavy lifting itself.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eOnboard NPU handles real vision model inference locally, offloading it entirely from the host controller\u003c\/li\u003e\n\u003cli\u003eConnects to any of our ESP32 boards over a simple interface\u003c\/li\u003e\n\u003cli\u003eComes with pre-trained models ready to run, with the option to train and deploy your own\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eNote: this is a genuinely newer, lower-volume listing than most of our catalog, the evidence found was clean with no fraud pattern, but the review sample is thin, worth keeping in mind if ordering in bulk. The core hardware behind our Grove Vision AI Starter build.\u003c\/p\u003e","brand":"Seeed Studio","offers":[{"title":"Vision AI Module V2","offer_id":52882945540408,"sku":"TML-AI-SEEED-GROVE-VISION-AI-01","price":1114.0,"currency_code":"THB","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1012\/8716\/6264\/files\/visionai-spec-callout-final-v2.png?v=1788459247"},{"product_id":"sipeed-maixcam-pro-risc-v-edge-ai-vision-board-with-npu","title":"Sipeed MaixCAM Pro — RISC-V Edge AI Vision Board with NPU","description":"\u003cp\u003eA genuinely higher tier of edge AI: a full Linux-class RISC-V processor paired with a real onboard NPU, built specifically to run serious vision models locally, no cloud, no compromise.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eRISC-V SoC with dedicated NPU, enough real compute for demanding vision and audio models that smaller microcontrollers can't handle\u003c\/li\u003e\n\u003cli\u003eRuns a full embedded Linux environment, MicroPython included, for genuinely fast iteration\u003c\/li\u003e\n\u003cli\u003eBuilt-in camera, screen support, and audio, a complete standalone AI vision platform in one board\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis is a step up from our entry-level edge AI boards (the XIAO ESP32S3 Sense and Grove Vision AI Module), built for builders who have outgrown a microcontroller and want real, serious on-device compute.\u003c\/p\u003e","brand":"Sipeed","offers":[{"title":"Default Title","offer_id":52886607429944,"sku":"TML-AI-SIPEED-MAIXCAM-PRO-01","price":4462.0,"currency_code":"THB","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1012\/8716\/6264\/files\/maixcam-spec-callout-final.png?v=1788457935"}],"url":"https:\/\/nexusmicrolabs.com\/en\/collections\/ai-edge-compute.oembed","provider":"Nexus Micro Labs","version":"1.0","type":"link"}