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Automated OpenWrt firmware builder with upstream drivers and PPE-NSS (Packet Processing Engine) hardware acceleration for Xiaomi AX3600 (IPQ807x) with added packages from eko.one.pl — hardened, optimized, ready-to-flash — LuCI lang. ENGLISH and POLISH. See more on screenshots.
Automated OpenWrt firmware builder with upstream EDMA drivers and PPE (Packet Processing Engine) hardware acceleration for Xiaomi AX3600 (IPQ807x) with added packages from eko.one.pl — hardened, optimized, ready-to-flash — LuCI lang. ENGLISH and POLISH. See more on screenshots.
Tozuda — independent third-party profile of a public API surface, by API Evangelist. Tozuda is a Philadelphia-based safety technology company that makes mechanical, non-electronic head impact indicators for helmets. The patented indicator changes from clear to red when a helmet sustains force exceeding a set G-force threshold, making hidden helmet
Real-time construction site PPE detection with YOLOv8, worker tracking, FastAPI, multi-camera RTSP streams, violation logging, and email/webhook alerts.
Real-time PPE compliance detection. YOLOv11 fine-tuned on 10k+ annotated images, served via a Streamlit dashboard for image, video and live webcam inference.
⛑️ Real-time PPE compliance monitoring for construction CCTV — person-grounded two-stage pipeline (COCO person + ByteTrack → head/torso geometric association → temporal hysteresis). TensorRT FP16, all weights included, Colab-ready.
PPE Sentinel is an open-source YOLO26 workplace-safety detector with a browser UI, a local Electron desktop app, a self-hosted HTTP service, and a maintained YOLO dataset import interface.