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Mainak Debnath

Mainak Debnath is a student at St. Thomas' College Of Engineering And Technology and an Intern at OpenGenus

Kolkata, West Bengal •
7 posts •
TensorFlow

Conv2D operation in TensorFlow

In this article, we have explained Conv2D operation in TensorFlow along with API definition and Python implementation.

Mainak Debnath
Machine Learning (ML)

Volumetric Image Segmentation

In this article, we have explored the Machine Learning application: Volumetric Image Segmentation in depth and covered the different ML models used for it like 3D U-Net.

Mainak Debnath
Machine Learning (ML)

3D U-Net Volumetric Segmentation

In this article, we have explored 3D U-Net model which is an enhancement of 2D U-Net model and is used for Volumetric Segmentation applications.

Mainak Debnath
Machine Learning (ML)

SSD Model Architecture

SSD has been defined as “a method for detecting objects in images using a single deep neural network”. But before we get into that let us first understand what object detection means.

Mainak Debnath
Machine Learning (ML)

Linear Activation Function

In this article, we have explored Linear Activation Function which is one of the simplest Activation function that can be used Neural Networks.

Mainak Debnath
Machine Learning (ML)

Binary Step Function

Binary step function is one of the most common activation function in neural networks out there. But before we get into it let's take a look at what activation functions and neural networks are.

Mainak Debnath
C++

Dot Product of Two Vectors in C++

In this article, we have presented two different ways to do Dot Product of Two Vectors in C++. This involves the use of inner_product method in C++ STL (Standard Template Library).

Mainak Debnath
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