NeoEyes NE503 – A $1199 Edge AI Camera based on Hailo-15H 20 TOPS SoC

Camthink NeoEyes NE503 is a 4K Edge AI camera platform powered by the Hailo-15H quad-core Cortex-A53 SoC with a 20 TOPS AI accelerator, and paired with 8GB of LPDDR4 memory and a 64GB eMMC flash.

The camera also features a Sony IMX678 4K sensor and an 8–32mm F1.6 AF auto-zoom lens for high-quality monitoring, low-light imaging, and long-range recognition. The camera directly handles high-resolution video input, local multi-model inference, containerized applications, and event-driven workflows on the device, without relying on the cloud or a local server.

Hailo-15L 4K AI camera

NeoEyes NE503 specifications:

  • SoC – Hailo-15H
    • CPU – Quad-core Arm Cortex-A53 @  1.3 GHz
    • VPU – H.265/H.264 encoding
    • ISP – Supports up to 12 MP resolution, 600 Mpixel/s pixel rate, HDR, and noise reduction
    • AI performance – Up to 20 TOPS; < 50 ms target inference latency
  • System Memory – 8GB LPDDR4 @ 4266 MT/s; 8.5 GB/s single-channel bandwidth
  • Storage
    • 64 GB eMMC flash
    • 8 MB QSPI flash
    • 2 Kbit I2C EEPROM
    • MicroSD card slot (UHS-I)
    • Optional NVMe SSD via M.2 Key-M socket (not yet supported, planned via future firmware update)
  • Camera
    • Sony IMX678-AAQR1-C 1/1.8-inch 4K CMOS image sensor, up to 4K 60fps full-pixel output
    • Dual-Light Board – White + Red LED, PWM dimming, connected to interface board
    • IR Light Board – Near-IR + Far-IR LED, PWM dimming, connected to interface board
    • 4x optical zoom
  • Networking – 10/100Mbps Ethernet via LAN8720AI PHY with PoE support
  • Sensors
    • TMP1075DSGR I2C temperature sensor with 12-bit resolution (0.0625°C step)
    • LSM6DSR 3-axis accelerometer + 3-axis gyroscope
  • Interface board
    • MCU – STM32G0B0RET6 Arm Cortex-M0+ @ 64 MHz with 512 KB Flash, 144 KB RAM
    • LMT87DCK temperature sensor (-50°C ~ 150°C range)
    • Lens Driver – AN41908A-VBA with auto-zoom and autofocus, SPI interface
    • Audio Codec – NAU88C10 I2S interface audio codec (SoC-controlled, not MCU-managed)
  • Misc – PI6CG18201 25 MHz PCIe Clock Generator
  • Power Supply
    • 12V via DC jack or
    • PoE 802.3AT
  • Power Consumption – 5-6W typical
  • Dimensions – 320 × 134 × 126 mm
  • Protection Rating – IP67
  • Temperature Range – -40 to 60°C
  • Relative Humidity – 0 ~ 95%, non-condensing

NeoEyes NE503 hardware architecture
NeoEyes NE503 hardware architecture – Image source: CamThink
Hailo-15H 4K AI camera
Internal architecture – Image source: CamThink

The NE503 runs an embedded Linux image built with the Yocto Project, supports containerized applications, and the company provides a REST API, a Python SDK, a Web Console, SSH support, and aipc-cli command line utility.  The camera supports OCR, face detection and recognition, ReID, pose estimation, behavior analysis, attribute recognition, and visual search, and ships with several pre-installed models such as YOLOv8n (person detection), Face Landmarks, and CLIP Image Encoder. You’ll find more hardware details and software development resources in the wiki.

We had previously written about Hailo-15-powered products from SolidRun: a system-on-module with Hailo-15M or Hailo-15L, and SolidSense AIoT  IP64 AI vision development platform. The CamThink NeoEyes NE503 edge AI camera shares some of the features of the SolidSense AIoT, notably the same Sony IMX678 4K sensor, but optics are better, and it’s a PoE camera, instead of relying on wireless (WiFi, LTE Cat 1bis) connectivity.

NE503 imaging system
Close up on NE503 imaging system

CamThink sells the Hailo-15H-powered NeoEyes NE503 4K Edge AI camera for $1199. Those are pre-orders with shipping scheduled for late July 2026. It felt pricey at first, but then I noticed Solidrun offers its HummingBoard Hailo-15 AIOT Basic Evaluation Kit for $979, and that’s without the required $250 IMX678 camera module. More details about the NeoEyes N503 camera can also be found on its product page.

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