Step-by-Step Guide to ResNet50 UNET in TensorFlow

Semantic segmentation, a crucial task in computer vision, plays a pivotal role in various applications such as medical image analysis, autonomous driving, and object recognition. In this tutorial, we will delve into the implementation of ResNet50 UNET using TensorFlow – a powerful combination that leverages the strengths of both the...

What is Residual Network or ResNet? 0

What is Residual Network or ResNet?

Deep neural networks have become popular due to their high performance in real-world applications, such as image classification, speech recognition, machine translation and many more.  Over time deep neural networks are becoming deeper and deeper to solve more complex tasks. Adding more layers to a deep neural network can improve...