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Akshay Atam

Student at Indian Institute of Information Technology and Management, Gwalior | Machine Learning Developer, Intern at OpenGenus

Madhya Pradesh, India •
11 posts •
Machine Learning (ML)

BERT Large Model

BERT large model is a pretrained model on English language which uses a Masked Language Modeling (MLM for short). It has 24 encoder layers.

Akshay Atam
Machine Learning (ML)

Architecture of YOLOv3

We have presented the Architecture of YOLOv3 model along with the changes in YOLOv3 compared to YOLOv1 and YOLOv2, how YOLOv3 maintains its accuracy and much more.

Akshay Atam
Machine Learning (ML)

Dilated Convolution [explained]

Dilated convolution, is also known as Atrous Convolution or convolution with holes. The idea behind dilated convolution is to "inflate" the kernel which in turn skips some of the points. We can see the difference in the general formula and some visualization.

Akshay Atam
Machine Learning (ML)

Separable convolution in Machine Learning

In MobileNet architecture, you must have stumbled across the term "Separable convolution". What is separable convolution and how is it different from regular convolution? We have explained everything in this article.

Akshay Atam
Machine Learning (ML)

One Shot Learning in ML

In this article, we have explained the idea of One Shot Learning in Machine Learning (ML) and where and how it is used along with the limitation of One Shot Learning.

Akshay Atam
Machine Learning (ML)

SqueezeNet Model [with Architecture]

Squeezenet is a CNN architecture which has 50 times less parameters than AlexNet but still maintains AlexNet level accuracy. We also showcased the architecture of the model along with the implementation on the ImageNet dataset.

Akshay Atam
Algorithms

Convert a binary tree into its mirror tree

Given a binary tree, we have to write an algorithm to convert the binary tree to its mirror tree. A mirror tree is another binary tree with left and right children of all non-leaf nodes interchanged.

Akshay Atam
Algorithms

Intersection point of two linked lists

Given two linked lists, where the tail of the second list points to a node in the first list, find the node where both the lists intersect. We need to find the intersection point.

Akshay Atam
Problems on Binary Tree

Level order traversal of a Binary Tree

In this article, we have explored Level order traversal of a Binary Tree in depth using two approaches: recursive approach and queue.

Akshay Atam
Problems on Binary Tree

Find ancestors of a given node in a binary tree (Recursive + Iterative)

Understand how to find ancestors of a given node in a binary tree recursively and iteratively in linear time O(N).

Akshay Atam
Machine Learning (ML)

Differentiating fake faces using simple ML and computer vision

We have explored a technique to Differentiate fake faces using simple Machine Learning (ML) and computer vision. We have used Large-scale CelebFaces Attributes dataset.

Akshay Atam
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