In-sensor processing has the potential to reduce the energy consumption and hardware complexity of motion detection and recognition (MDR). However, the state-of-the-art all-in-one array integration technologies with simultaneous broadband spectrum image capture (sensory), image memory (storage) and image processing (computation) functions like snake vision systems are still insufficient. Here, macroscale (2 × 2 mm2) integration of a rippled-assisted optoelectronic (RAO) array (18 × 18 pixels) mimics the characteristics of snake vision systems for all-day motion detection and recognition. The RAO array exhibits remarkable uniformity in the memory window, optically stimulated non-volatile positive and negative photoconductance (NV-PPC and NV-NPC). Importantly, the array achieves an extensive optical storage dynamic range exceeding 106, and exceptionally high room-temperature mobility up to 406.7 cm2 V-1 s-1, four times higher than the International Roadmap for Device and Systems (IRDS) 2028 target. Additionally, the spectral range of each RAO processor covers visible to near-infrared (405 nm to 940 nm), achieving detection and recognition of a man riding an electrical bicycle in both bright and dark environments.