Published inAnalytics VidhyaCassava Leaf Disease Classification [Kaggle Competition]0.895 accuracy both on the public and private test setFeb 20, 2021Feb 20, 2021
Published inThe 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 impactJan 4, 2021Jan 4, 2021
Published inThe StartupPaper Review — End-to-End Detection With TransformersThis paper from Facebook introduces a new method that views object detection as a direct set prediction problemDec 7, 2020Dec 7, 2020
Paper 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 dataNov 1, 2020Nov 1, 2020
Published inThe StartupPaper Review — DocParser: Hierarchical Structure Parsing of Document RenderingsJohannes Rausch, Octavio Martinez, Fabian Bissig, Ce Zhang, Stefan FeuerriegelSep 23, 2020Sep 23, 2020
Published inTDS ArchiveImage Feature Extraction: Traditional and Deep Learning TechniquesA brief write up focused on giving an overview of the traditional and deep learning techniques for feature extractionSep 9, 20202Sep 9, 20202
Published inTDS ArchiveAren’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…May 21, 20201May 21, 20201
Published inTDS ArchiveEigenvectors and Eigenvalues — All you need to know“Eigen” is a certain word that will put a speedy end to any dinner conversationNov 30, 20192Nov 30, 20192
Published inTDS ArchiveConvolution 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…Sep 8, 20193Sep 8, 20193
Published inTDS ArchiveMNIST 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…Sep 7, 20192Sep 7, 20192
![Cassava Leaf Disease Classification [Kaggle Competition]](https://miro.medium.com/v2/resize:fill:160:106/1*YFCXrUhiam2uR2JuMooPGw.png)
![Cassava Leaf Disease Classification [Kaggle Competition]](https://miro.medium.com/v2/resize:fill:320:214/1*YFCXrUhiam2uR2JuMooPGw.png)
