Computer Vision and Healthcare
We have been predicting an era of Robots in the Virtual World for decades, but for decades, people have been skeptical. Up until a few years, they were not sure if it would become a reality or not. Many cult-classic science-fiction films, such as Star Wars, feature collaboration between humans and robots. In 2021, if […]
Cryptography
Cryptography or cryptology (from Old Greek: κρυπτός, romanized: kryptós “covered up, mystery”; and γράφειν graphein, “to compose”, or – λογία – logia, “study”, respectively) is the training and investigation of systems for secure correspondence within the sight of outsiders called adversaries. All the more, for the most part, cryptography is tied in with developing and […]
Computer Vision
We can take photos and film a video through the cameras of our smartphones. Furthermore, we can share those images and videos easily through the Internet. Instagram is the biggest example of that. Similarly, on YouTube, people watch billions of videos every day. The Internet contains a plethora of images and text. However, to perform […]
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
State-of-the-art object detection networks depend on region proposal algorithms to hypothesize object locations. Advances like SPPnet and Fast R-CNN have decreased the running time of these location systems, uncovering district proposition calculation as a bottleneck. In this work, we present a Region Proposal Network (RPN) that offers full-picture convolutional highlights with the recognition arrange, […]
Mask R-CNN
Mask R-CNN for Ship Detection & Segmentation One of the foremost exciting applications of deep learning is that the ability for machines to know images. Fei-Fei Li has mentioned this as giving machines the “ability to see”. There are four main classes of problems in detection and segmentation as described within the image (a) below […]
Laws of robotics
Laws of robotics are a lot of laws, rules, or standards, which are proposed as a key system to support the conduct of robots intended to have a level of self-sufficiency. Robots of this level of unpredictability don’t yet exist, however, they have been generally foreseen in sci-fi, films and are a point of dynamic […]
Software architecture
What is software architecture? The software architecture of a system depicts the system’s organization or structure, and provides an explanation of how it behaves. A system represents the collection of components that accomplish a specific function or set of functions. In other words, the software architecture provides a sturdy foundation on which software can be […]
R-CNN, Fast R-CNN, Faster R-CNN, YOLO — Object Detection Algorithms
R-CNN To sidestep the issue of choosing countless areas, Ross Girshick et al. proposed a technique where we utilize specific pursuit to separate only 2000 districts from the picture and he called them locale recommendations. In this manner, presently, rather than attempting to characterize a colossal number of districts, you can simply work with 2000 […]
Common Git Commands
Working with Git on the order line can be overwhelming. To help with that, we’ve assembled a rundown of normal Git directions, what every one methods, and how to utilize them. Our expectation is that this makes Git simpler to use every day. Git has numerous extraordinary customers that enable you to utilize Git without […]
Convolutional Neural Network – Eli5 way
What is Convolutional Neural Network? A neural network is a vast software and/or hardware system resembling the pattern of neurons and their operation in the human brain. Unlike traditional neural networks, convolutional neural networks are more efficient due to their neurons organized like the frontal lobe in human beings and animals. It is the area. […]