deep learning Archives - Page 3 of 5

What is Intersection over Union (IoU) in Object Detection?

Nikhil Tomar7th February 20238th February 2023

Intersection over Union (IoU) is a popular evaluation metric used in the field of computer vision and object detection. It is used to calculate the overlap between two bounding boxes...

Computer Vision Deep Learning TensorFlow

Human Face Detection using Multi-task Cascaded Convolutional Networks in TensorFlow

Nikhil Tomar6th February 20236th February 2023

In recent years, advances in machine learning and deep learning techniques have revolutionized the field of computer vision. With the help of these techniques, we can now detect and identify...

Deep Learning

[Paper Summary] Class-Aware Adversarial Transformers for Medical Image Segmentation

Nikhil Tomar3rd February 20233rd February 2023

Transformer-based models have shown remarkable progress in the field of medical image segmentation. However, the existing methods still suffer from limitations such as loss of information and inaccurate segmentation label...

Deep Learning

What is U2-Net or U-square Net

Nikhil Tomar1st February 20231st February 2023

U2-Net is a simple and powerful architecture designed for the purpose of salient object detection (SOD). It is a two-level nested U-shaped architecture built using the proposed ReSidual U-blocks (RSU)....

Deep Learning TensorFlow

Simple Object Detection with Bounding Box Regression in TensorFlow

Nikhil Tomar26th January 202326th January 2023

Object detection is a fundamental task in computer vision that involves identifying and locating objects within an image or video. In this post, we will be discussing a simple method...

Deep Learning

TensorFlow vs PyTorch

Nikhil Tomar24th January 202324th January 2023

TensorFlow vs PyTorch TensorFlow and PyTorch are both popular open-source frameworks for building and training machine learning models. Both frameworks have their own strengths and weaknesses, and the choice between...

Deep Learning Natural Language Processing

What is ChatGPT?

Nikhil Tomar21st January 202321st January 2023

ChatGPT is a state-of-the-art natural language processing model developed by OpenAI. It is based on transformer architecture and is trained on a massive amount of conversational data. In this blog...

Deep Learning

Activation Function – Basics of Deep Learning

Nikhil Tomar20th January 202321st January 2023

Deep learning is a subset of machine learning that utilizes neural networks with multiple layers to analyze and identify patterns in data. One of the key components of deep learning...

Computer Vision TensorFlow

Human Face Landmark Detection in TensorFlow using Pre-trained MobileNetv2

Nikhil Tomar23rd November 202223rd November 2022

Today, in this blog post, we will learn how to train a Convolutional Neural Network (CNN) to detect human facial landmarks, such as eyes, mouth, nose, jawline and more. We...

Computer Vision Deep Learning

What is MobileViT?

Nikhil Tomar15th November 202215th November 2022

This article covers an overall summary of the MobileViT: Light-Weight, General-Purpose, and Mobile-Friendly Vision Transformers research paper. MobileViT is a lightweight and general-purpose vision transformer for mobile vision tasks. It...