Luckfox pico board: single-core ARM Cortex-A7 32-bit core with integrated NEON and FPU, standard pin header. Benefits: compact, easy to integrate in lightweight edge devices, with hardware acceleration for multimedia tasks. Luckfox pico Max HAT: built-in Rockchip self-developed fourth-generation NPU with high computing accuracy. Supports mixed quantization: int4, int8, int16; int8 computing power 0.5 TOPS, int4B computing power 1.0 TOPS. Benefits: enables on-device AI inference with flexible precision, delivering higher throughput in a small form factor and reducing overall power and memory needs. Luckfox Pico RV1106: built-in self-developed third-generation ISP3.2. Supports up to 5 million pixels, and includes HDR, WDR, multi-level noise reduction and other image enhancement and correction algorithms. Benefits: improves image quality in diverse lighting, delivers clearer footage, and provides robust processing for camera applications. Powerful encoding performance: supports intelligent encoding mode with adaptive flow saving according to the scene. Benefits: saves more than 50% bit rate versus traditional CBR, producing high-definition camera output with smaller file sizes and effectively double storage space for footage. Use scenarios: - Compact AI camera modules for home security, pet monitoring, or remote surveillance, leveraging edge AI and efficient encoding. - Industrial vision systems for real-time defect detection and quality control with on-board AI inference and high-quality imaging. - Embedded camera solutions for drones or robotics where compact size, efficient processing, and bandwidth/storage savings are critical.