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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
    Skip to Content
    15 min read◈Updated 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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    Part 2 – Review of the CamThink NeoEyes NE301 (currently being updated)

    The Package

    NE301 AI Camera Pkg 3
    NE301 AI Camera Pkg 3
    NE301 AI Camera Pkg 1
    NE301 AI Camera Pkg 1
    NE301 AI Camera Pkg 5
    NE301 AI Camera Pkg 5
    NE301 AI Camera Pkg 2
    NE301 AI Camera Pkg 2
    NE301 AI Camera Pkg 4
    NE301 AI Camera Pkg 4

    Package Contents

    Item No.DescriptionQTY
    1NE300-MB01 Development Board1
    2LTE Cat.1 Communication Board for NeoEyes NE3011
    3T-Link V2 Mini STM8 STM32 Programming Cable with Dupont Connectors1
    4USART2 Cable with Dupont Connectors1
    5Transparent glass panel 1
    6Front Case Cover1
    7Rear Case Cover1
    8Case Frame (Main Body)1
    9Case Sealers2
    10On/Off Button1
    11On/Off Button Pressure Plate1
    12Screwdriver1
    13Philips Screw Package:
    1) Thin Cylindrical Head).
    2) Self-tapping screws pointed tails.
    3) Self-tapping screws pointed tails.
    4) Self-tapping Screws Flat Tail.
    8
    2
    3
    4
    14CV Light Board1
    15OMNIVISION Camera Module (OS04C10) 1
    16X1_Lens (for the camera sensor)1
    17Battery housing1
    18Shaft & Ball Mount (Mounting kit)
    Screw anchor + Screws
    1
    4+4
    NE301 AI Camera Unbox 2
    NE301 AI Camera Unbox 2
    NE301 AI Camera Unbox 3
    NE301 AI Camera Unbox 3
    NE301 AI Camera Unbox 5
    NE301 AI Camera Unbox 5
    NE301 AI Camera Unbox 6
    NE301 AI Camera Unbox 6
    NE301 AI Camera Unbox 7
    NE301 AI Camera Unbox 7
    NE301 AI Camera Unbox 8
    NE301 AI Camera Unbox 8
    NE301 AI Camera Unbox 4
    NE301 AI Camera Unbox 4
    NE301 AI Camera Unbox 1
    NE301 AI Camera Unbox 1
    1 2 3 4 5 6 7 8 9 10 11
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