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…

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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…

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DeepLabV3+ ResNet50 Architecture in TensorFlow using Keras

In today’s tutorial, we will be looking at the DeepLabV3+ (ResNet50) architecture implementation in TensorFlow using Keras high-level API. Within this architecture, ResNet50 would be used as…

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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…

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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…

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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…

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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…

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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…

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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…

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VGG19 UNET

VGG19 UNET Implementation in TensorFlow

In this tutorial, we are going to implement the U-Net architecture in TensorFlow, where we will replace its encoder with a pre-trained VGG19 architecture. The VGG19 is…

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