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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

    Installing additional components

    LTE Cat.1 Communication Board

    One standout feature of this product is its cellular network connectivity option. While not part of the default package, it’s available for just $31.50—a great deal for such functionality. The Quectel EG912U expansion board is an LTE Cat 1 module designed for M2M and IoT applications, offering maximum data speeds of 10 Mbps downlink and 5 Mbps uplink. That said, the LTE Cat.1 board comes with an integrated Nano SIM slot and connects to the main board through two header sockets, making it simple to take apart and reach the NE301 main board assembled beneath it.

    NeoEyes LTE Cat.1 Board 1
    NeoEyes LTE Cat.1 Board 1
    NeoEyes LTE Cat.1 Board 3
    NeoEyes LTE Cat.1 Board 3
    NeoEyes LTE Cat.1 Board 4
    NeoEyes LTE Cat.1 Board 4
    NeoEyes LTE Cat.1 Board 5
    NeoEyes LTE Cat.1 Board 5
    NeoEyes LTE Cat.1 Board 2
    NeoEyes LTE Cat.1 Board 2

    The camera Module

    As mentioned, is replaceable and comes with a housing with a thread where you can screw and fit the lens unit. The downside of the camera module is that it lacks an autofocus feature, so you’ll have to adjust it manually to get a sharp, clear image. Much like the HuskyLens series, the NE301 supports a maximum frame rate of 25fps, so it likely won’t deliver premium quality when capturing shots of fast-moving objects.

    Overall, the module provides solid picture quality that will please most AI enthusiasts. Our unit came equipped with an OS04C10 4MP sensor, complete with a protective cap.The company also offers a range of upgrades, like higher resolutions for crisper images, wider lenses, and various fields of view with different focus distances to fit specific needs.

    In addition, there is also a MIPI camera interface available on the main board that isn’t very accessible externally but could likely be used to connect a second module if needed.

    A closer look at the NE301 camera module.

    NE301 Camera Module 1
    NE301 Camera Module 1
    NE301 Camera Module 3
    NE301 Camera Module 3
    NE301 Camera Module 2
    NE301 Camera Module 2
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