WayneinThe StartupScratch to SOTA: Build Famous Classification Nets 5 (ResNet)Building famous classification nets (ResNet here) and train them to SOTA.8 min read·Dec 15, 2020----
WayneinThe StartupScratch to SOTA: Build Famous Classification Nets 4 (GoogLeNet)Building famous classification nets (GoogLeNet here) and train them to SOTA.8 min read·Dec 6, 2020----
WayneinThe StartupScratch to SOTA: Build Famous Classification Nets 3 (Train/[Distributed] Data Parallelism)This article is rather long with detailed code. If you just want to learn the concepts of data augmentation or (distributed) data…15 min read·Oct 17, 2020----
WayneinThe StartupScratch to SOTA: Build Famous Classification Nets 2 (AlexNet/VGG)Building famous classification nets and train them to SOTA.11 min read·Aug 10, 2020----
WayneinThe StartupScratch to SOTA: Build Famous Classification Nets 1 (Evaluation)Guide to build famous classification networks from scratch and train them to state-of-the-art performance.10 min read·Jul 26, 2020----