Krut PatelinAnalytics VidhyaCassava Leaf Disease Classification [Kaggle Competition]0.895 accuracy both on the public and private test set·5 min read·Feb 20, 2021----
Krut PatelinThe StartupPaper Review — Bag of Tricks for Image Classification with Convolutional Neural NetworksThis paper examines a collection of training procedure refinements for the task of classification and empirically evaluates their impact·8 min read·Jan 4, 2021----
Krut PatelinThe StartupPaper Review — End-to-End Detection With TransformersThis paper from Facebook introduces a new method that views object detection as a direct set prediction problem·4 min read·Dec 7, 2020----
Krut PatelPaper Review — An Annotation Saved is an Annotation Earned: Using Fully Synthetic Training for…This paper introduces a novel approach for creating synthetic training data for object detection that generalizes well to real world data·5 min read·Nov 1, 2020----
Krut PatelinThe StartupPaper Review — DocParser: Hierarchical Structure Parsing of Document RenderingsJohannes Rausch, Octavio Martinez, Fabian Bissig, Ce Zhang, Stefan Feuerriegel·4 min read·Sep 23, 2020----
Krut PatelinTowards Data ScienceImage Feature Extraction: Traditional and Deep Learning TechniquesA brief write up focused on giving an overview of the traditional and deep learning techniques for feature extraction·4 min read·Sep 9, 2020--2--2
Krut PatelinTowards Data ScienceAren’t all your experiments sacred? — Managing your machine learning experiments using SacredYou might have spent countless hours tuning your hyper-parameters, observing the performance metrics and run-time of your machine learning…·6 min read·May 21, 2020--1--1
Krut PatelinTowards Data ScienceEigenvectors and Eigenvalues — All you need to know“Eigen” is a certain word that will put a speedy end to any dinner conversation·8 min read·Nov 30, 2019--2--2
Krut PatelinTowards Data ScienceConvolution Neural Networks — A Beginner’s Guide [Implementing a MNIST Hand-written Digit…The goal of this post is to serve as a introduction to basic concepts involved in a convolution neural network. This post is focused…·8 min read·Sep 8, 2019--3--3
Krut PatelinTowards Data ScienceMNIST Handwritten Digits Classification using a Convolutional Neural Network (CNN)The goal of this post is to implement a CNN to classify MNIST handwritten digit images using PyTorch. This post is a part of a 2 part…·10 min read·Sep 7, 2019--2--2