PinnedRishik C. MouryainArtificial Intelligence in Plain EnglishAveraging Weights Leads to Wider Optima and Better GeneralizationThis paper introduces a method that very closely estimates the solution that could have been produced by an ensembling technique…Dec 20, 2020Dec 20, 2020
Rishik C. MouryainArtificial Intelligence in Plain EnglishFacial Landmarks Detection Using Xception NetImplementing CNN based regression for predicting facial landmarks using Xception Net architecture with Pytorch.Dec 29, 2020Dec 29, 2020
Rishik C. MouryainArtificial Intelligence in Plain EnglishFake Anime Characters Using Deep Convolutional GANsImplementing Deep Convolutional Generative Adversarial Networks or DCGAN to generate highly images of shape 128x128 containing fake anime…Dec 24, 2020Dec 24, 2020
Rishik C. MouryainArtificial Intelligence in Plain EnglishBest Performance Tuning Practices for PytorchPerformance is highly concerned when the ultimate goal for a project is deployment. Though, before any deployment, the prototyping of the…Dec 22, 2020Dec 22, 2020
Rishik C. MouryainArtificial Intelligence in Plain EnglishHow Not to Train a Deep Learning Model?In this article we’ll see how simple practices when applied together can significantly improve model accuracy, also easing out and…Dec 17, 2020Dec 17, 2020
Rishik C. MouryainTowards Data ScienceI Am So Done With CUDA Out of Memory.Implementing gradient accumulation and half precision precision to solve CUDA out of memory issue when train big deep learning models…Dec 16, 20205Dec 16, 20205
Rishik C. MouryaSupercharging automation in terminal with pythonUsing python’s simplicity and power to improve your terminal’s capabilities and thus boosting your productivity by automating tedious…Dec 15, 2020Dec 15, 2020