AI – Issues
AI is developing with such an incredible speed, sometimes it seems magical. There is an opinion among researchers and developers that AI could grow so immensely strong that it would…
Applications of Neural Networks
They can perform tasks that are easy for a human but difficult for a machine − ● Aerospace − Autopilot aircrafts, aircraft fault detection. ● Automotive − Automobile guidance systems. ● Military − Weapon orientation and steering, target tracking,…
Building a Bayesian Network
A knowledge engineer can build a Bayesian network. There are a number of steps the knowledge engineer needs to take while building it. Example problem − Lung cancer. A patient has been suffering…
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
