Identifying natural scenes from all around the world is an interesting computer vision problem. In this challenge, we are going to classify six different category Imges(buildings,forest,glacier,mountain,sea, street). This article is designed to be a tutorial for those who are just getting started with Convolutional Neural Networks for Image Classification and want to see how to experiment with network architecture, hyperparameters, data augmentations, and how to deal with loading custom data for test and train.
Know Your Customer (KYC) processes require any business firm to validate and verify primary documents as part of due diligence. Currently, KYC utilities that help manage these documents and share them with multiple entities flood the markets. In some cases, these services may even perform due diligence.This KYC process can delay business as it can take 30 to 50 days to complete to a satisfactory level.