IEEE

Deep Learning-Enabled Obstacle Detection and Navigation Aid for Visually Impaired Using YOLOv4-Tiny

Abstract: Visual impairment presents a significant barrier to independent mobility and personal safety for millions worldwide. This work introduces a deep learning-based assistive system built on the ...
AZoRobotics

AI System Developed at NYU Tandon Can Spot Fires in Seconds Using Ordinary Security Cameras

This innovative AI fire detection system leverages existing CCTV cameras, analyzing video feeds to spot fires quickly and ...
GitHub

Yolo-v4 and Yolo-v3/v2 for Windows and Linux

tkDNN-TensorRT accelerates YOLOv4 ~2x times for batch=1 and 3x-4x times for batch=4. yolov4-tiny.cfg - 40.2% [email protected] - 371(1080Ti) FPS / 330(RTX2070) FPS - 6.9 BFlops - 23.1 MB: yolov4-tiny.weights ...
IEEE

Object Detection Data Synthesis via Box-to-Image Generation based on Diffusion Models

Abstract: Modern diffusion-based image generative models have made significant progress and become promising to enrich training data for the object detection task. However, the generation quality and ...