Edge AI Vision: Deep Learning on Tiny Devices

Edge AI Vision is transforming smartphones, drones and IoT cameras by bringing real-time image recognition and object detection directly onto tiny devices. In this guide, discover how lightweight architectures like MobileNet and YOLO Nano, combined with powerful techniques like pruning, quantization and knowledge distillation, make deep learning models fit and perform on limited hardware. Learn how to pick the right accelerators — from mobile GPUs to dedicated NPUs — and build a scalable deployment pipeline with on-device inference, OTA updates and cloud-edge synergy. Master the art of turning hardware constraints into strategic advantages and unlock the next wave of innovation with deep learning at the edge.