Kapil VarshneyinTowards Data ScienceObject Detection On Aerial Imagery Using RetinaNetESRI Data Science Challenge 2019 3rd place solution12 min read·Mar 17, 2019--12--12
Kapil VarshneyWeb Scraping Using BeautifulSoupCreating a dataset of marathon images to use for bib recognition (Part 3)4 min read·Feb 23, 2019--1--1
Kapil VarshneyWeb Scraping Using SeleniumCreating a dataset of marathon images to use for bib recognition (Part 2)5 min read·Feb 21, 2019--1--1
Kapil VarshneyCreating dataset — Scraping Marathon Images Using Selenium and BeautifulSoupCreating a dataset of marathon images to use for bib recognition (Part 1)5 min read·Feb 21, 2019--1--1
Kapil VarshneyinTowards Data ScienceMarathon Bib Identification and RecognitionUsing deep learning and image processing to recognize numbers from a marathon bib5 min read·Feb 16, 2019--6--6
Kapil VarshneyHow to plot the model training in Keras — using custom callback function and using TensorBoardI started exploring the different ways to visualize the training process while working on the Dog breed identification dataset from Kaggle…3 min read·Aug 6, 2018--2--2
Kapil VarshneyHow to Setup Ubuntu 16.04 with CUDA, GPU, and other requirements for Deep LearningI am writing this guide so that I can refer back to it whenever I am setting up a Deep learning machine for Computer Vision. I realized the…7 min read·Jul 27, 2018--8--8
Kapil VarshneyHow to do a Windows 10 clean installTo be able to do a clean install of Windows 10 you need to create a USB drive with Windows installation. You can do that using either the…4 min read·Jul 20, 2018----
Kapil VarshneyCreate Windows 10 installer USB media (using Media Creation Tool)Here is a guide to setup a USB medium (from Windows 10) to be used for installing Windows 10.3 min read·Jul 20, 2018--2--2
Kapil VarshneyInstalling Ubuntu 16.04 from USB driveFollow these instructions and you should have a working Ubuntu system in a short time (Please excuse the picture quality. I have taken each…5 min read·Jul 19, 2018----