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Month: December 2021

UDP Client-Server Implementation in C
Socket Programming

UDP Client-Server Implementation in C

Nikhil Tomar5th December 20215th December 2021
There are two major communication protocols: TCP and UDP. These protocols are used to transport data between the client and the server. In one of my previous posts, we have...
Custom Layer in TensorFlow using Keras API
Deep Learning TensorFlow

Custom Layer in TensorFlow using Keras API

Nikhil Tomar4th December 20214th December 2021
The majority of the people interested in deep learning must have used the TensorFlow library. It is the most popular and widely used deep learning framework. We have used the...
VGG16 UNET Implementation in TensorFlow
Computer Vision Deep Learning TensorFlow

VGG16 UNET Implementation in TensorFlow

Nikhil Tomar3rd December 20216th February 2023
In this article, we are going to implement the most widely used image segmentation architecture called UNET. We are going to replace the UNET encoder with the VGG16 implementation from...
Squeeze and Excitation Implementation in TensorFlow and PyTorch
Computer Vision Deep Learning Python PyTorch TensorFlow

Squeeze and Excitation Implementation in TensorFlow and PyTorch

Nikhil Tomar1st December 20211st December 2021
The Squeeze and Excitation network is a channel-wise attention mechanism that is used to improve the overall performance of the network. In today's article, we are going to implement the...

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  • Automating Generative AI Optimization with TextGrad: A Breakthrough in AI System Refinement
  • GradCAM and its Implementation in PyTorch
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