AI-assisted development with Claude Code and the ne503-dev skill β describe the requirement in one sentence, and Claude writes the app code (logic + manifest), deploys it to the device, and verifies it. Full on-device demo with a "loitering alert" app.
NE503 container application development reference, covering the complete app.yaml field definitions, Dockerfile patterns, permission model, and multi-container configuration.
NE503 core processing board (Hailo15H) hardware resources and interface definitions, covering SoC built-in resources, on-board I2C devices, high-speed interfaces, and expansion interfaces exposed through board-to-board connectors.
NE503 AIPC platform developer guide covering environment setup, layered builds, and common build issues.
NE503 Event Bus integration guide covering MQTT bridging, inference result subscriptions, REST API remote management, and business system integration patterns.
NE503 hardware specifications with chip-level parameters for Hailo15H SoC, LPDDR4, eMMC, QSPI Flash, image sensor, IMU, Ethernet PHY, and other core modules.
Build, deploy, and run your first container application on NE503 from scratch β the complete closed loop from writing code to Web Console verification.
NE503 interface board (STM32G0B0RET6) hardware interface pin definitions, distinguishing external interfaces, on-board resources, and debug interfaces, covering Alarm, RS-485, IR-CUT, light boards, LENS Driver, fan, RTC, and more.
NE503 verified application use cases, covering person detection, occupancy monitoring, lingering detection and more, with effect previews, verification details, and app package download links (app.yaml + image.tar) to help users preview results and get deployment packages in one step.
Deploy a real AI inference application Person Detection on NE503, mastering Python SDK calls, model and video stream discovery, permission configuration, and Web console verification.
NeoEyes NE503 is an edge AI smart camera and computing platform based on the Hailo-15H SoC, featuring a 20 TOPS NPU, 4K video encoding, containerized application management, a web console, and multi-model concurrent inference for smart security, industrial inspection, and AIoT applications.
NeoEyes NE503 Quick Start Guide covering device installation, first-time connection and configuration, camera verification, AI application deployment, system integration, device management, and device maintenance to help you go from unboxing to basic deployment.
Complete NE503 RESTful API reference covering all HTTP endpoints β system management, AI models, event bus, device control, app management, container management, media configuration, system monitoring, and storage management β including authentication and WebSocket real-time communication interfaces.
NE503 Python SDK practical example collection, including AI inference, event handling, device control, and multi-scenario integration as complete mini-apps.
Complete API reference for the NE503 Python SDK (hailo_ipc_sdk), covering 8 core modules: AI inference, video streaming, event bus, device control, app management, plugin discovery, AI overlay, and configuration management, including all data class definitions and method signatures.
Overview of the NE503 Python SDK (hailo_ipc_sdk) workflow β what it is, where the source lives, how to embed it into your container image, and the client calling pattern. Read this before the hands-on tutorials.
NE503 AIPC platform services overview, distilled from source code β responsibilities, collaboration, and source pointers for seven core services. Interface contracts are authoritative in source proto and YAML; this document does not restate them.
NE503 platform software deployment guide, covering release package deployment, service dependencies, iterative development, and deployment verification.
NE503 AIPC platform architecture deep dive, covering the four-layer architecture, 7 platform services, HAL v2 hardware abstraction, Python SDK, zero-copy optimization, and multi-platform support. Designed to help developers and integrators thoroughly understand system design and data flow.
NE503 system image flashing and upgrade guide, covering UART recovery, SPI Flash boot chain, eMMC system flashing, and TFTP-based upgrades.
NE503 application development troubleshooting covering container app installation/startup/health checks, video stream WebSocket integration, and event bus publish/subscribe issues to help app developers quickly identify common problems.
NE503 troubleshooting guide covering general troubleshooting workflows, service startup failures, video streaming, device control, web console, log diagnostics, performance monitoring, and error code quick reference to help quickly identify and resolve platform issues.
Practical NE503 RTSP video stream integration guide, covering FFmpeg stream pulling/recording/transcoding and VMS/NVR integration solutions.