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    NeoEyes NE301 Review
    NeoEyes NE301

    CamThink NE301 Review: 25 FPS YOLOv8 on STM32 Edge AI

    0
    By androidpimp on February 19, 2026 Edge AI Cameras Vision Hardware
    Table of contents
    1. Part 1 – Introducing the Product
    2. Meet the CamThink NE301 Edge AI Camera Module, designed to run AI models locally and offer a wide range of additional features.
    3. Short video intro
    4. Modular Design
    5. Design with an open hardware architecture in mind
      1. It can also connect to external sensors
    6. Key highlights
    7. A closer look at the main board that powers the device
    8. Hardware – Behind the Scenes
    9. Specifications
    10. Designed for Edge AI computing, it offers durability along with water and dust resistance.
      1. It can be used for AI applications, either running locally or sending data to the cloud.
    11. Part 2 – Review of the CamThink NeoEyes NE301 (currently being updated)
      1. The Package
      2. Package Contents
    12. A closer look at the NE300-MB01 development board, the powerhouse behind the NeoEyes NE301 camera.
    13. Installing additional components
      1. LTE Cat.1 Communication Board
      2. The camera Module
    14. The NE301 Case
    15. The lesser good
      1. Protection against water and dust
    16. Power supply
      1. Powering the NE301 with a cable
        1. Option #1
        2. Option #2
        3. Final thoughts
      2. Extra interfaces
    17. Cooling the main board components
    18. Mounting Options
    19. Operation
    20. Software-wise
      1. Training AI Models
      2. What are the steps?
      3. How to Train AI Models – A Complete Summary of the Workflow
      4. We gave a few trained models a spin to see how they performed.
    21. Final verdict
    22. CamThink NeoEyes NE301 price
      1. Prices and availability

    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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