Published inThe StartupScratch to SOTA: Build Famous Classification Nets 5 (ResNet)Building famous classification nets (ResNet here) and train them to SOTA.Dec 15, 2020Dec 15, 2020
Published inThe StartupScratch to SOTA: Build Famous Classification Nets 4 (GoogLeNet)Building famous classification nets (GoogLeNet here) and train them to SOTA.Dec 6, 2020Dec 6, 2020
Published inThe 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…Oct 17, 2020Oct 17, 2020
Published inThe StartupScratch to SOTA: Build Famous Classification Nets 2 (AlexNet/VGG)Building famous classification nets and train them to SOTA.Aug 10, 2020Aug 10, 2020
Published inThe 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.Jul 26, 2020Jul 26, 2020
![Scratch to SOTA: Build Famous Classification Nets 3 (Train/[Distributed] Data Parallelism)](https://miro.medium.com/v2/resize:fill:160:106/1*SN9PZu8BKYS8C3eszj0cVA.png)
![Scratch to SOTA: Build Famous Classification Nets 3 (Train/[Distributed] Data Parallelism)](https://miro.medium.com/v2/resize:fill:320:214/1*SN9PZu8BKYS8C3eszj0cVA.png)
