Soumendra Pinfnp.devTechniques for building image classifiers (and backbones) that worked for usMost papers report their results in isolation, focussing on the techniques they are presenting. In practice, we try many techniques…May 25, 2021May 25, 2021
Soumendra PDataframes and the proliferation of bad code in data scienceHow overusing dataframes and similar data structures give rise to most of the bad code we see data scientists write today.Nov 28, 2020Nov 28, 2020
Soumendra PHow to quickly get started playing AoE2 HD online in 2019 — a friendly guideIf you are getting started with AoE2 or getting back to the game after a while, this guide will help you quickly setup the game for …Nov 23, 20192Nov 23, 20192
Soumendra Pinfnp.dev[Keras] A thing you should know about Keras if you plan to train a deep learning model on a large…TLDR; Understanding this is important if you plan to migrate your keras experiments from toy datasets to large ones:Jan 23, 201810Jan 23, 201810
Soumendra PInstalling AOE II HD (via Steam) on Mac using playonmacYou are good to go if you have Windows (AOE II HD is a Windows only game). This guide is about installing it on Mac (a similar process…Aug 12, 201711Aug 12, 201711
Soumendra PTransfer Learning for Medical VisionIn his interview with wired.com, Andrew Ng neatly summarized one of the key challenges of Deep Learning, drawing an analogy with launching…Mar 24, 20171Mar 24, 20171
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