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K-means Clustering: Intro with Maths and Python

K-means Clustering: Intro with Maths and Python

K-Means Clustering is one of the first algorithms I used in machine learning. During my Master’s degree, one of my seniors asked me to help…
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Sumit Pandey
Linear Algebra for Machine Learning: A Python Introduction

Linear Algebra for Machine Learning: A Python Introduction

I apologize for the delay in my posts. I’ve recently moved from Copenhagen to Boston for a change of scientific environment, and adjusting…
Go to the profile of Sumit Pandey
Sumit Pandey
‘RuntimeError: CUDA out of memory’, problem solved using ‘Gradient Accumulation’

‘RuntimeError: CUDA out of memory’, problem solved using ‘Gradient Accumulation’

Last year, I was working on BRATs-23 segmentation challenge when I realized I can’t increase the batch size more than ‘one’ because…
Go to the profile of Sumit Pandey
Sumit Pandey
A Comprehensive Guide to UNet Implementation with TensorFlow

A Comprehensive Guide to UNet Implementation with TensorFlow

After writing article on Image Segmentation by UNet: Everything you need to know about Implementing in PyTorch, one of my friend asked me…
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Sumit Pandey
Protect Your Images Copyright From Research Publications

Protect Your Images Copyright From Research Publications

image generated using Dale-e (image by author)
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Sumit Pandey
Image Segmentation by UNet: Everything you need to know about Implementing in PyTorch

Image Segmentation by UNet: Everything you need to know about Implementing in PyTorch

Image segmentation is a process in computer vision where an image is divided into different parts, with each part representing a specific…
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Sumit Pandey
Contribute To Towards Deep Learning

Contribute To Towards Deep Learning

Last updated January 2024
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Sumit Pandey
Chapter 2.1: Introduction to CNN (Convolutional Neural Network) in a Simplest way.

Chapter 2.1: Introduction to CNN (Convolutional Neural Network) in a Simplest way.

In chapter 1 we learned about neural network with python, now let’s move a bit towards CNN (Convolutional Network Network). This chapter is…
Go to the profile of Sumit Pandey
Sumit Pandey
Solving two biggest problems of a Segmentation task by combining YOLOv8 and SAM

Solving two biggest problems of a Segmentation task by combining YOLOv8 and SAM

A few months ago, I was thinking about the most significant challenges in segmentation. I identified two of them as the most crucial. The…
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Sumit Pandey
Chapter 1: Practical Introduction to Deep Learning with PyTorch

Chapter 1: Practical Introduction to Deep Learning with PyTorch

A few weeks ago, I was having a chat with my friend when he asked me to teach him Deep Learning in the simplest way possible. The first…
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Sumit Pandey
Can you use Deep Learning for every imaging task regardless of dataset size?

Can you use Deep Learning for every imaging task regardless of dataset size?

I have been asking myself this question for a long time, and my answer changes every few months. If you had asked me this question a few…
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Sumit Pandey
Explainable YOLOv8: Explaining YOLOv8 Results Using Eigen-CAM

Explainable YOLOv8: Explaining YOLOv8 Results Using Eigen-CAM

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Sumit Pandey
🤗 Huggingface Spaces: Ideal place to show your skills as newbie Data Scientist/ML Engineer

🤗 Huggingface Spaces: Ideal place to show your skills as newbie Data Scientist/ML Engineer

There are times when everyone wishes they could showcase their Data Science skills by hosting their model somewhere for free, allowing…
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Sumit Pandey
Building my own “Comic GPT” using OpenAI’s GPT store .

Building my own “Comic GPT” using OpenAI’s GPT store .

Few days back OpenAI launched its GPT store, and many people on internet are comparing it with Apple app store moment. When Apple…
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Sumit Pandey
MultiPlanar UNet: One UNet for all 3-D segmentation Tasks (even if you have less data)- Low Code…

MultiPlanar UNet: One UNet for all 3-D segmentation Tasks (even if you have less data)- Low Code…

After beginning my Ph.D., the first real-world medical image segmentation project I encountered involved knee MRI segmentation. I had only…
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Sumit Pandey
DINOv2 for Custom Dataset Segmentation: A Comprehensive Tutorial.

DINOv2 for Custom Dataset Segmentation: A Comprehensive Tutorial.

Please read this story for free here
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Sumit Pandey
YOLOv8: The Simple Choice for Better Segmentation on custom dataset

YOLOv8: The Simple Choice for Better Segmentation on custom dataset

YOLOv8 is an amazing segmentation model, its easy to train test and deploy. In this tutorial we will learn how to use YOLOv8 on custom…
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Sumit Pandey
Understanding Deep Learning in a Comic way.

Understanding Deep Learning in a Comic way.

Do you know how Deep Learning works ? By the way deep learning is the core technology of almost every AI model nowadays you see around…
Go to the profile of Sumit Pandey
Sumit Pandey
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