World's First NMS-Free YOLOv26n on ESP32-P4. Features end-to-end Int8 QAT and custom C++ optimizations achieving 30% faster inference than the official ESP-DL YOLOv11n (1.7s vs 2.4s).
computer-vision esp32 simd yolo object-detection quantization esp-idf risc-v int8 qat onnx embedded-ai edge-ai tinyml ultralytics esp-dl esp32-p4 graph-surgery nms-free
-
Updated
Feb 4, 2026 - Jupyter Notebook