MindMap Gallery Artificial Intelligence Technology Mind Map
Artificial intelligence technology mind map tabloid sharing, including knowledge popularization related to speech recognition, machine vision, and intelligent robots.
Edited at 2020-09-24 17:20:14This is a mind map about bacteria, and its main contents include: overview, morphology, types, structure, reproduction, distribution, application, and expansion. The summary is comprehensive and meticulous, suitable as review materials.
This is a mind map about plant asexual reproduction, and its main contents include: concept, spore reproduction, vegetative reproduction, tissue culture, and buds. The summary is comprehensive and meticulous, suitable as review materials.
This is a mind map about the reproductive development of animals, and its main contents include: insects, frogs, birds, sexual reproduction, and asexual reproduction. The summary is comprehensive and meticulous, suitable as review materials.
This is a mind map about bacteria, and its main contents include: overview, morphology, types, structure, reproduction, distribution, application, and expansion. The summary is comprehensive and meticulous, suitable as review materials.
This is a mind map about plant asexual reproduction, and its main contents include: concept, spore reproduction, vegetative reproduction, tissue culture, and buds. The summary is comprehensive and meticulous, suitable as review materials.
This is a mind map about the reproductive development of animals, and its main contents include: insects, frogs, birds, sexual reproduction, and asexual reproduction. The summary is comprehensive and meticulous, suitable as review materials.
Artificial Intelligence Technology and Application
Speech Recognition
importance
Speech transmission of information is the most important, most effective and The most common and convenient form of exchanging information
definition
Speech to text conversion
principle
train
identify
Distortion measure
main identification framework
Classification
By type of recognizer
Isolated word recognition
Keyword identification
continuous speech recognition
Recognition of users by identifier
Specific person speech recognition
Non-specific speech recognition
By speech vocabulary size
limited vocabulary recognition
Unlimited word recognition
history
1952 The world's first experimental system capable of recognizing the pronunciations of 10 English digits. 1960 First computer speech recognition system.
1970s
80's
the 90s
machine learning
basic concept
Machine Learning ➡️A way to implement artificial intelligence
Classification
Classification based on learning strategies
structured learning
unstructured learning
Classification based on learning style
concept learning
Rule learning
function learning
category learning
Bayesian online learning
Application areas
Data analysis and mining
pattern recognition
Applications in bioinformatics
other
Related algorithms
Introduction to machine learning algorithms
Regression analysis algorithm
Decision tree algorithm
Bayesian algorithm
Support vector machine algorithm
Clustering Algorithm
Association Rule Algorithm
artificial neural network algorithm
deep learning
Ensemble algorithm
Artificial neural networks
Neurons and Neural Networks
BP neural network
Hopfield Neural Network
Artificial neural network development
deep learning
The origin of deep learning
Introduction to convolutional neural networks
Classic deep learning network model
Common frameworks for machine learning
Case implementation
Irises classification
Scan number recognition
smart robot
Basic concepts of intelligent robots
Robot overview
what is a robot
Three principles of robotics
Classification of robots
Replacement of human organs
Robot intelligence level
Robot applications
A brief history of robot development
ancient robot
modern robot
modern robot
Intelligent robots and components
What is an intelligent robot
Only basic characteristics of robots
Only the composition of robots
Intelligent robots now and in the future
Typical applications of intelligent robots
Key technologies of intelligent robots
Appreciation of intelligent robot applications
machine vision
Basic concepts of computer vision
Changing the way humans "see" the world
Artificial intelligence is here
How computers perceive the world
Computer vision systems in science fiction movies
Real-life computer vision intelligence implementation
definition
Let computer eyes replace human eyes and understand the world around you
computer vision definition
Object recognition
positioning of objects
Judgment of object movement
The significance of computer vision research
look
cognition
A brief history
Computer vision is the most important aspect of perceptual intelligence
1960s
Computer vision officially becomes a discipline
1970s
Image modeling has become a hot topic and visual theory has been developed.
1980s
Pattern recognition based on neural networks is booming
1990s
Vision algorithms based on machine learning are in full bloom, and photoreaction applications
After the 21st century
Explosive growth and industrialization of vision technology based on deep learning
Current situation and future
status quo
Testing several areas of computer vision technology
Current status of computer vision technology applications
future
The arrival of 5G will surely promote its development
Will pay more attention to data protection and security
will go deeper into people’s daily lives
Computer vision related technologies
digital image processing technology
Image point operation
Image geometric transformation
image enhancement
Image segmentation
Feature extraction
Image recognition preliminary
Vision processing technology based on deep learning
Image classification
Target Detection
Target Tracking
Semantic segmentation
object segmentation
General visual recognition technology process
Target Detection
Target Recognition
Behavior recognition
Typical applications of computer vision
driverless technology
Facial recognition technology
target tracking technology
VR virtual technology
Industrial detection technology
medical image processing
Typical computer vision companies and services
Data display results