Sambasivarao. K – Medium

Sambasivarao. K

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Sambasivarao. K

About Me

👋 My name is Sambasivarao K. I am a full-time Computer Vision and Deep Learning Engineer.

1 min readApr 27, 2021

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Sambasivarao. K

Choosing the RIGHT Loss Function for your ML Problem

They will make or break your machine learning model

4 min readMay 9, 2023

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Choosing the RIGHT Loss Function for your ML Problem

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Sambasivarao. K

3 Cool Google Colab features you may have missed

Interactive table, Scratch Cell, Command Palette

5 min readDec 20, 2021

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3 Cool Google Colab features you may have missed

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Sambasivarao. K

FNet: Mixing Tokens with Fourier Transforms

Is Fourier all you need? Do we actually need the attention module?

5 min readDec 15, 2021

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Image showing FNet architecture

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Sambasivarao. K

Data leakage during data preparation in Machine Learning

Using AntiPatterns to avoid MLOps Mistakes

5 min readNov 12, 2021

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Image showing over-sampling

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Sambasivarao. K

Principal Component Analysis explained with example

Intuition, a little math and code

4 min readNov 10, 2021

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plot showing iris data in 2-dim space

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Sambasivarao. K
in
Analytics Vidhya

The Curse of Dimensionality

Or is it a blessing? Let’s find out!

4 min readNov 10, 2021

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Image showing kernel trick in SVM

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Sambasivarao. K

Fast Fourier Convolution — A detailed view

Solving issues with Vanilla CNNs

6 min readOct 29, 2021

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FFC architecture

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Sambasivarao. K

Dynamic RCNN — Towards High-Quality Object Detection via Dynamic Training

Fixing the inconsistency problems during training

5 min readOct 27, 2021

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Dynamic RCNN — Towards High-Quality Object Detection via Dynamic Training

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Sambasivarao. K
in
Geek Culture

Profiling and Optimizing your Python Code

It’s not hard to fix the problem once you know where the problem is.

6 min readJun 12, 2021

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Image showing laptop

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Sambasivarao. K

Sambasivarao. K

Computer Vision and Machine Learning Engineer @Honeywell. | Content creator at Analytics Vidhya, Geek Culture, and MLearning.ai

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