Attention UNET and its Implementation in TensorFlow

In the article, we will go through the paper Attention U-Net: Learning Where to Look for the Pancreas. It was written by Ozan Oktay et. al in…

Read more

Logistic Regression in TensorFlow

Logistic Regression is a popular machine-learning algorithm that is used for classification tasks. In this tutorial, we will learn how to implement Logistic Regression in TensorFlow 2.0…

Read more

ADVERTISEMENT

Image Segmentation-based Background Removal in TensorFlow

Image segmentation is an important area of computer vision that involves dividing an image into multiple segments, each of which corresponds to a different object. Background removal…

Read more

What is MultiResUNET?

MultiResUNET is an architecture developed by Nabil Ibtehaz et al. for the purpose of multimodal biomedical image segmentation at the Bangladesh University of Engineering and Technology. It…

Read more
The Intersection over Union (IoU) score is shown between two boxes

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

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…

Read more

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

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…

Read more
Object Detection

Simple Object Detection with Bounding Box Regression in TensorFlow

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…

Read more

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…

Read more

ADVERTISEMENT

Implementing Linear Regression in TensorFlow

TensorFlow is a powerful library for machine learning that allows for the easy implementation of various algorithms, including linear regression. In this tutorial, we will be using…

Read more

Human Face Landmark Detection in TensorFlow using Pre-trained MobileNetv2

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…

Read more