GitHub

NOLOcam - Never Only Look Once

NOLOcam is a sophisticated Go-based system for tracking and monitoring objects using PTZ cameras with YOLO object detection. Unlike YOLO's "You Only Look Once" approach, NOLOcam continuously tracks ...
GitHub

Ultra-lightweight human detection. The number of parameters does not correlate to inference speed. For limited use cases, an input image resolution of 64x64 is sufficient. High ...

This model is an experimental implementation and is not suitable for real-time inference using a USB camera, etc.
IEEE

A Benchmark Review of YOLO Algorithm Developments for Object Detection

Abstract: You Only Look Once (YOLO) has established itself as a prominent object detection framework due to its excellent balance between speed and accuracy. This article provides a thorough review of ...
IEEE

RTPV-YOLO: Real-Time Photovoltaic Detection With UAV-Based Thermal and RGB Imaging

Abstract: Unmanned aerial vehicles (UAVs) have become essential tools in photovoltaic (PV) defect detection. However, traditional convolutional neural network (CNN) models often experience significant ...