Tag:
image processing
Artificial Intelligence
Deep Learning for Localization and Object Detection
Understanding Localization and Object Detection in Computer Vision
Localization and object detection are two of the core tasks in computer vision, playing crucial roles in...
Artificial Intelligence
3D Medical Image Segmentation Using PyTorch in Deep Learning for Medical Imaging
Deep Learning and Medical Imaging
The rise of deep learning networks in the field of computer vision has revolutionized the way we approach image-related tasks....
Artificial Intelligence
GANs in Computer Vision: Semantic Image Synthesis and Single-Image Generative Model Learning
Exploring the Frontiers of GANs in Computer Vision: GauGAN and SinGAN
Generative Adversarial Networks (GANs) have revolutionized the field of computer vision, enabling the generation...
Artificial Intelligence
Exploring the Receptive Field in Deep Convolutional Networks
Understanding the Receptive Field in Deep Convolutional Architectures
In this article, we will explore the concept of the receptive field within deep convolutional architectures, drawing...
Artificial Intelligence
Understanding the Vision Transformer (ViT) in 10 Minutes: An Image Equals 16×16 Words
Understanding the Vision Transformer: A New Era in Image Classification
In the rapidly evolving field of deep learning, the Vision Transformer (ViT) has emerged as...
Artificial Intelligence
A Comprehensive Review of U-Net Architectures for Semantic and Biomedical Image Segmentation
Exploring U-Shaped Architectures: The Evolution of U-Net in Medical Image Segmentation
In the realm of deep learning, particularly in the field of computer vision, U-shaped...