System Preparation Install NVIDIA 2080Ti (driver + cuda) # if need remove old driver sudo apt-get purge nvidia* sudo apt autoremove #add ppa sudo add-apt-repository ppa:graphics-drivers sudo apt-get update #install…
Scaled-YOLOv4: Scaling Cross Stage Partial Network In this reading notes: We have reviewed some basic model scaling method: width, depth, resolution, compound scaling. We have computed the operation amount of…
Paper Information Paper: YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design Authors: Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang…
Abstract The paper introduces a position attention module and a channel attention module to capture global dependencies in the spatial and channel dimensions respectively. The proposed DANet adaptively integrates local…
Background Recently, I have worked on a demo program that works on the Windows OS. However, most of my recent works are based on the python language. I really like…
Manipulate Gradient The section includes some technologies related to gradient descent optimization method. Gradient Clipping A good explanation: What is Gradient Clipping? Related paper: Why Gradient Clipping Accelerates Training: A…