Bayesian Networks (BN)
These are the graphical structures used to represent the probabilistic relationship among a set of random variables. Bayesian networks are also called Belief Networks or Bayes Nets. BNs reason about uncertain domain. In these…
Machine Learning in ANNs
ANNs are capable of learning and they need to be trained. There are several learning strategies − ● Supervised Learning − It involves a teacher that is scholar than the ANN itself. For…
Working of ANNs
In the topology diagrams shown, each arrow represents a connection between two neurons and indicates the pathway for the flow of information. Each connection has a weight, an integer number…
Types of Artificial Neural Networks
There are two Artificial Neural Network topologies − FreeForward and Feedback. FeedForward ANN The information flow is unidirectional. A unit sends information to other unit from which it does not receive any information.…
Neural Networks
Yet another research area in AI, neural networks, is inspired from the natural neural network of human nervous system. What are Artificial Neural Networks (ANNs)? The inventor of the first…
Applications of Robotics
The robotics has been instrumental in the various domains such as − ● Industries − Robots are used for handling material, cutting, welding, color coating, drilling, polishing, etc. ● Military − Autonomous robots can reach inaccessible…
Application Domains of Computer Vision
● Agriculture ● Autonomous vehicles ● Biometrics ● Character recognition ● Forensics, security, and surveillance ● Industrial quality inspection ● Face recognition ● Gesture analysis ● Geoscience ● Medical imagery ● Pollution monitoring ● Process control ● Remote sensing ● Robotics ● Transport
Computer Vision
This is a technology of AI with which the robots can see. The computer vision plays vital role in the domains of safety, security, health, access, and entertainment. Computer vision…
Components of a Robot
Robots are constructed with the following − ● Power Supply − The robots are powered by batteries, solar power, hydraulic, or pneumatic power sources. ● Actuators − They convert energy into movement. ● Electric motors (AC/DC) − They are…
Robot Locomotion
Locomotion is the mechanism that makes a robot capable of moving in its environment. There are various types of locomotions − ● Legged ● Wheeled ● Combination of Legged and Wheeled Locomotion ● Tracked…
