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Samrat Sahoo

How AI Protects My Garden from Rabbits

Rabbits were eating all of my vegetables. I decided to take a stand and implement a computer vision enabled system to automatically spook…

10 min readJul 12, 2021

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How AI Protects My Garden from Rabbits

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Samrat Sahoo

License Plate Detection and OCR using Roboflow

The applications of computer vision and more specifically object detection are far reaching with uses in healthcare, finance, and…

8 min readMay 14, 2021

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License Plate Detection and OCR using Roboflow

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Samrat Sahoo
in
Analytics Vidhya

Creating an Autoencoder with PyTorch

Autoencoders are fundamental to creating simpler representations. In this article, we create an autoencoder with PyTorch!

5 min readNov 1, 2020

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Creating an Autoencoder with PyTorch

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Samrat Sahoo
in
Analytics Vidhya

An Analysis of Normalized Cuts and Image Segmentation

In this article, I go present a summary and analysis of the famous Normalized Cuts and Image Segmentation paper.

5 min readAug 31, 2020

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Samrat Sahoo
in
Analytics Vidhya

Conditional Generative Adversarial Networks

In this article, we learn about conditional generative adversarial networks. They are a versatile and efficient alternative!

2 min readJul 23, 2020

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Conditional Generative Adversarial Networks

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Samrat Sahoo
in
Analytics Vidhya

2D Convolution using Python & NumPy

2D Convolutions are instrumental when creating convolutional neural networks or just for general image processing filters such as blurring…

5 min readJun 18, 2020

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2D Convolution using Python & NumPy

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Samrat Sahoo
in
Analytics Vidhya

Understanding Generative Adversarial Networks Mathematically

Understand GANs Mathematically through the Minimax and Wasserstein Loss Functions

3 min readJun 15, 2020

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Understanding Generative Adversarial Networks Mathematically

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Samrat Sahoo
in
Analytics Vidhya

An Intuitive Introduction to Generative Adversarial Networks

A brief and understandable introduction to Generative Adversarial Networks

4 min readMay 25, 2020

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An Intuitive Introduction to Generative Adversarial Networks

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Samrat Sahoo

Intertwining COVID-19 & Software Development

With the rise of computer science in the world around us, the field of software development is seeming to have more of an impact on the…

2 min readMay 4, 2020

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Samrat Sahoo

Python Flask: The Guide to the Ultimate UI

In this article, you will be learning about the underlying framework of the ultimate UIs in Python. Stay Tuned!

3 min readApr 1, 2020

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Python Flask: The Guide to the Ultimate UI

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Samrat Sahoo

Samrat Sahoo

comp sci @ georgia tech 🐝 • formerly @ roboflow, cruise • I live and breathe web3 & startups • building great products for a brighter world ☀️

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