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    CamThink NE301 Review: 25 FPS YOLOv8 on STM32 Edge AI

    By androidpimp2026-02-19Updated:2026-06-15No Comments18 Mins Read
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    NeoEyes NE301 Review
    NeoEyes NE301
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    15 min readâ—ˆUpdated 2026-06-15
    • • Part 1 – Introducing the Product
    • • Meet the CamThink NE301 Edge AI Camera Module, designed to run AI models locally and offer a wide range of additional features.
    • • Short video intro
    • • Modular Design
    • • Design with an open hardware architecture in mind
    • • It can also connect to external sensors
    • • Key highlights
    • • A closer look at the main board that powers the device
    • • Hardware – Behind the Scenes
    • • Specifications
    • • Designed for Edge AI computing, it offers durability along with water and dust resistance.
    • • Part 2 – Review of the CamThink NeoEyes NE301 (currently being p2UPDATED
    • • The Package p2
    • • Package Contents p2
    • • A closer look at the NE300-MB01 development board, the powerhouse behind the NeoEyes NE301 camera. p3
    • • Installing additional components p4
    • • LTE Cat.1 Communication Board p4
    • • The camera Module p4
    • • The NE301 Case p5
    • • The lesser good p5
    • • Protection against water and dust p5
    • • Power supply p6
    • • Powering the NE301 with a cable p6
    • • Extra interfaces p6
    • • Cooling the main board components p7
    • • Mounting Options p8
    • • Operation p9
    • • Software-wise p9
    • • Training AI Models p9
    • • What are the steps? p9
    • • How to Train AI Models – A Complete Summary of the Workflow p9
    • • We gave a few trained models a spin to see how they performed. p9
    • • Final verdict p10
    • • CamThink NeoEyes NE301 price p11
    • • Prices and availability p11
    Article Completed!

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    Cooling the main board components

    Even though it wasn’t included in the kit, we decided to give the board one last cooling upgrade by adding two heatsinks—one measuring 15 x 15 x 5 mm for the main controller chip, and another measuring 14 x 10 x 6 mm for the two memory chips.

    NE301 Cooling 2
    NE301 Cooling 2
    NE301 Cooling 1
    NE301 Cooling 1
    1 2 3 4 5 6 7 8 9 10 11
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