Hello! 👋 I used to work as a Data Scientist @ Bidgely from 2021 to 2024. I graduated in Mathematics & Computing from IIT Kharagpur in 2021.

I took a break from my job to focus on a research oriented career path. I am actively looking for jobs in ML and Data Science. Please do reach out if you have any opportunities in research roles.

Feel free to reach out to me @ dibyadas998 at gmail dot com

Résumé


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Visualizing Different Normalization Techniques

May 29, 2018

While implementing Semantic Segmentation using Adversarial Networks, I came across a normalization technique called Local Contrast Normalization. Before feeding the image into the segmentor network, the image undergoes this normalization. Then I came across other ways to normalize image data. Like Simplified Whitening, Local Response Normalization. Here is a great article on the same where I drew my inspiration from. But I wanted to see for myself, how the image turns out after being normalized. ... Read more

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