Rishik C. Mourya – Medium

Rishik C. Mourya

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Rishik C. Mourya

Watermark Removal with Deep Image Priors

Note

8 min readSep 25, 2021

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Watermark Removal with Deep Image Priors

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Pinned

Rishik C. Mourya
in
Artificial Intelligence in Plain English

Averaging Weights Leads to Wider Optima and Better Generalization

This paper introduces a method that very closely estimates the solution that could have been produced by an ensembling technique…

11 min readDec 20, 2020

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Averaging Weights Leads to Wider Optima and Better Generalization

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Rishik C. Mourya
in
Artificial Intelligence in Plain English

Facial Landmarks Detection Using Xception Net

Implementing CNN based regression for predicting facial landmarks using Xception Net architecture with Pytorch.

11 min readDec 29, 2020

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Facial Landmarks Detection Using Xception Net

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Rishik C. Mourya
in
Artificial Intelligence in Plain English

Fake Anime Characters Using Deep Convolutional GANs

Implementing Deep Convolutional Generative Adversarial Networks or DCGAN to generate highly images of shape 128x128 containing fake anime…

14 min readDec 24, 2020

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Fake Anime Characters Using Deep Convolutional GANs

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Rishik C. Mourya
in
Artificial Intelligence in Plain English

Best Performance Tuning Practices for Pytorch

Performance is highly concerned when the ultimate goal for a project is deployment. Though, before any deployment, the prototyping of the…

8 min readDec 22, 2020

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Best Performance Tuning Practices for Pytorch

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Rishik C. Mourya
in
Artificial Intelligence in Plain English

How 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…

11 min readDec 17, 2020

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How Not to Train a Deep Learning Model?

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Rishik C. Mourya
in
Towards Data Science

I 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…

7 min readDec 16, 2020

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I Am So Done With CUDA Out of Memory.

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Rishik C. Mourya

Supercharging automation in terminal with python

Using python’s simplicity and power to improve your terminal’s capabilities and thus boosting your productivity by automating tedious…

8 min readDec 15, 2020

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Supercharging automation in terminal with python

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Rishik C. Mourya

Rishik C. Mourya

2nd yr Undergrad | ML Engineer at Nevronas.in | Working at Skylarklabs.ai | Web Developer | When you know nothing matters, the universe is yours — Rick Sanchez

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