History of Computer Vision and Its Operational Mechanisms
Understanding Computer Vision Computer Vision (CV) is a sub-domain under the larger domain of Artificial Intelligence (AI), which is more focused on enabling machines or computers to understand and interpret visual…
Generative Adversarial Networks for Image Synthesis
Generative Adversarial Networks rather are the new generation of deep learning models created for efficiently producing non-realistic images. A GAN is constructed from two sub-models: the generator that is used to…
Neural Architecture Search for Computer Vision Models
Overview Deep learning based specifically in neural networks is an area that has grown and advanced significantly in the last few years specifically when it comes to the processing of signals…
3D Vision and Depth Estimation for a Dynamic World
In today’s rapidly advancing technological landscape, 3D vision and depth estimation are revolutionizing how machines interact with the physical world. These technologies, essential for applications such as autonomous vehicles, robotics,…
Robustness and Adversarial Attacks in Computer Vision
Securing Computer Vision Renewed interest in developing mathematical models for Computer Vision, as a rather young scientific field, has led to increasing attention being paid to developing protective measures from malicious…
Vision Transformers: The Power of Global Context in Visual Tasks
The field of Computer Vision has seen significant advancements over the years, with Convolutional Neural Networks (CNNs) being the go-to architecture for most image-based tasks. However, a newer architecture known as Vision Transformers (ViTs) has been…
Augmented Reality (AR) and Virtual Reality (VR) Integration
Technology Overview AR stands for Augmented Reality, and VR stands for Virtual Reality. Both are fundamental technologies used in interacting with the digital and physical worlds. Augmented Reality (AR) is like…
Predictive Maintenance for Fleet Management Using AI and IoT
Logistics and transportation cover the activities that involve the collection, processing, storage, and transportation of goods. Logistics is a critical aspect of this and is the term used to describe…
