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

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

ADVERTISEMENT

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
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…

Read more

Deep Learning based Background Removal from Images using TensorFlow and Python

In this tutorial, we are going to learn how to use deep learning to remove background from images with TensorFlow. In short, we’ll use DeepLabV3+, a semantic…

Read more
Implementing Custom layer in TensorFlow

Custom Layer in TensorFlow using Keras API

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…

Read more
VGG16 UNET implementation in TensorFlow

VGG16 UNET Implementation in TensorFlow

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…

Read more
Squeeze & Excitation Network

Squeeze and Excitation Implementation in TensorFlow and PyTorch

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…

Read more

ADVERTISEMENT

Human Image Segmentation with DeepLabV3+ in TensorFlow

In this article, you will learn to perform person segmentation with DeepLabV3+ architecture on human images. Here, we will cover the entire process of image segmentation starting…

Read more

UNET Implementation in TensorFlow using Keras API

In this post, you will learn how to implement UNET architecture in TensorFlow using Keras API. The post helps you to learn about UNET, and how to…

Read more