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Arjun Sarkar

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Build your own Transformer from scratch using Pytorch

Building a Transformer model step by step in Pytorch

Apr 26, 2023

Build your own Transformer from scratch using Pytorch

Apr 26, 2023

Implementation of all Loss Functions (Deep Learning) in NumPy, TensorFlow, and PyTorch

In this article, all common loss functions used in Deep Learning are discussed, and they are implemented in NumPy, PyTorch, and TensorFlow

Mar 17, 2023

Implementation of all Loss Functions (Deep Learning) in NumPy, TensorFlow, and PyTorch

Mar 17, 2023

Reinforcement Learning for Beginners: Introduction, Concepts, Algorithms and Applications

Are you interested in learning about reinforcement learning but don’t know where to start? Look no further! In this article, I’ll provide…

Mar 9, 2023

Reinforcement Learning for Beginners: Introduction, Concepts, Algorithms and Applications

Mar 9, 2023

TensorFlow Hub: Home to 100s of pre-trained models

Detailed explanation about TensorFlow Hub, Installation, and Usage with an example

Mar 8, 2023

TensorFlow Hub: Home to 100s of pre-trained models

Mar 8, 2023

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EfficientNetV2 — faster, smaller, and higher accuracy than Vision Transformers

Detailed explanation about the EfficientNetV2 models, and the development of its architecture and training methods, to become the new…

Oct 8, 2022

EfficientNetV2 — faster, smaller, and higher accuracy than Vision Transformers

Oct 8, 2022

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All you need to know about ‘Attention’ and ‘Transformers’ — In-depth Understanding — Part 2

Attention, Self-Attention, Multi-head Attention, Masked Multi-head Attention, Transformers, BERT, and GPT

Sep 13, 2022

All you need to know about ‘Attention’ and ‘Transformers’ — In-depth Understanding — Part 2

Sep 13, 2022

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All you need to know about ‘Attention’ and ‘Transformers’ — In-depth Understanding — Part 1

Attention, Self-Attention, Multi-head Attention, and Transformers

Feb 15, 2022

All you need to know about ‘Attention’ and ‘Transformers’ — In-depth Understanding — Part 1

Feb 15, 2022

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TDS Archive

Building MobileNet from Scratch Using TensorFlow

Creating the MobileNet architecture from scratch in TensorFlow

Sep 1, 2021

Building MobileNet from Scratch Using TensorFlow

Sep 1, 2021

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TDS Archive

Understanding Depthwise Separable Convolutions and the efficiency of MobileNets

Explanation of MobileNets and Depthwise Separable Convolutions

Jun 25, 2021

Understanding Depthwise Separable Convolutions and the efficiency of MobileNets

Jun 25, 2021

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TDS Archive

Creating and Training Custom Layers in TensorFlow 2

Learning to create your own custom layers and training them in TensorFlow 2

Jun 24, 2021

Creating and Training Custom Layers in TensorFlow 2

Jun 24, 2021

Arjun Sarkar

Arjun Sarkar

Ph.D. student — Deep Learning on Biomedical Images at the Leibniz Institute-HKI, Germany. LinkedIn-https://www.linkedin.com/in/arjun-sarkar-9a051777/

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