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MindMap Gallery Artificial Intelligence-LH1.2
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Artificial Intelligence-LH1.2
The development history of artificial intelligence, in which technical fields will major breakthroughs and applications of artificial intelligence be made, and in which solutions in reality will currently involve artificial intelligence technology, etc.
Edited at 2022-03-12 11:46:08
- bacteria
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.
- Plant asexual reproduction
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.
- Reproductive development of animals
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-LH1.2
- bacteria
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.
- Plant asexual reproduction
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.
- Reproductive development of animals
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.
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- Outline
Artificial Intelligence-LH
artificial intelligence history
birth (1943-1956)
Turing test
Dartmouth Conference
first boom (1950-1970)
symbolism
early reasoning system
Early neural networks
expert system
second boom (1980-2000)
Statistical school
machine learning
Neural Networks
third boom (after 2006)
Big data is widely used
deep learning
(non-deep) machine learning
AlphaGo
What will be the future of artificial intelligence majors in colleges and universities?
Will the artificial intelligence major become the next so-called sinkhole major?
Should I choose this major?
How was artificial intelligence invented?
neuronal staining techniques
The underlying principle of the brain - neural network
The structure of a neuron is very simple. There is a spherical cell body in the middle. Many small and lush nerve fiber branches (called dendrites) grow from one end to receive signals from other neurons. Long protruding fibers (called axons) that carry signals from oneself to others. The principle of neuron operation can be abstracted as a bucket. When the dendrites are filled with enough water (signal) and the water level rises to a high enough level (threshold), the axon, the water pipe, will erupt water (excitation), and The sprayed water flows into the next bucket (transmission). After ejaculation, the water level suddenly drops, and you have to rest for a period of time before ejaculating again (refractory period). Neural network models can also be simulated using computers, and even one neuron can be used as a decision-making system.
Simulating neural network models
Artificial Intelligence = Technology Application
technology
Voice technology
Speech Recognition
short speech recognition
Application scenarios
Voice input
voice search
IQIYI
Baidu
Voice command
social chat
game entertainment
Human-computer dialogue
Real-time speech recognition
Application scenarios
Real-time voice input
Live video subtitles
Speech subtitles on the same screen
Live meeting minutes
Classroom audio recognition
Audio file transcribe
Application scenarios
Transcription of conference interviews
Audio content analysis
Classroom recording analysis
Video subtitles
speech synthesis
Online synthesis
Offline speech synthesis
Application scenarios
Read and listen to books
Information broadcast
Order report
Dida travel
Smart hardware
Voice wake-up
Application scenarios
Intelligent hardware wake-up
Camera category: taking photos, eggplant
Music: increase volume, decrease volume, play, stop, pause, previous song, next song
Lighting: turn on the light, turn off the light, increase the brightness, decrease the brightness
Flashlight category: turn on flashlight, turn off flashlight
Wake up from car application
Voice translation AI simultaneous interpretation Advanced speech recognition and conversion
Application scenarios
international conference
Lecture training
corporate meeting
call center voice
Application scenarios
Voice robot
Intelligent speaking tips for agents
Intelligent voice quality inspection and multi-dimensional modeling
Telephone customer service quality inspection
Phone recording content analysis
Phone conversation content restoration
Image technology
vehicle analysis
Vehicle model identification
Vehicle detection
Traffic statistics
Vehicle attribute recognition
Vehicle appearance damage identification
vehicle segmentation
Application scenarios
Take photos to identify cars
Illegal parking monitoring
Smart bayonet
Traffic analysis
Intelligent loss assessment
Vehicle condition audit
Car cutout
object recognition
Image Identification
Universal object and scene recognition
Image subject detection
animal identification
plant identification
Fruit and vegetable identification
Dishes recognition
Application scenarios
Catering and Healthy
Smart settlement
Landmark recognition
currency identification
Image review
Porn recognition
Violence and Terrorism Identification
flag sign recognition
Political figure identification
Public figure identification
User avatar review
Advertisement detection
Image and text review
Disgusting image recognition
Image quality inspection
Bad scene recognition
Custom image review
BaiduAIEasyDL
Application scenarios
Live video image review
Social app image review
Community Forum Image Moderation
User avatar review
Image search
Similar image search
Same image search
Product image search
Picture book image search
Application scenarios
Design material search
Product search and recommendation
Recommended related content
Take photos and search books
Product identification
Duplicate image filter
Image enhancement
Image defogging
Image contrast enhancement
Image lossless enlargement
Stretched image recovery
Image repair
Image clarity enhancement
Image color enhancement
Application scenarios
Damaged photo repair
Improved video and picture quality
Video Surveillance
Color printed photos beautification
Image effects
Colorize black and white images
Image style conversion
Animation of portraits
Application scenarios
Cutout and Beautification
Interesting processing of portrait pictures
Beauty Camera
text recognition
General scene text recognition
Universal text recognition
Internet picture text recognition
Office document recognition
digital recognition
Handwritten text recognition
Table text recognition
QR code recognition
Card text recognition
ID card recognition
Bank card identification
Business license identification
Business card recognition
Passport identification
Household registration book identification
Hong Kong and Macao Pass Identification
Taiwan pass identification
Birth Medical Certificate Identification
Multi-card card category detection
Financial note text recognition
Mixed bill identification
Bank receipt identification
VAT invoice identification
Fixed amount invoice identification
Universal machine-printed invoice recognition
Train ticket identification
Taxi ticket recognition
Itinerary identification
Bus Ticket Recognition Test Invitation
Toll Invoice Identification Test Invitation
Universal bill identification
Bank draft identification
Bank check identification
Text recognition in educational scenes
Exam paper analysis and identification
Formula recognition
Car scene text recognition
Driving license identification
Driver's license recognition
License Plate Recognition
VIN code identification
Motor vehicle sales invoice identification
Vehicle certificate identification
Medical bill text recognition
Medical invoice identification
Medical expense settlement document identification
Medical record homepage identification
insurance policy identification
Intelligent structured recognition
Application scenarios
Electronic card receipts
Other text recognition
Instrument panel reading recognition
Door face text recognition
Seal recognition
Photo translation
Lottery identification
Face and human body recognition
face recognition
Face key points
High-precision facial key point detection
Face Detection
Face comparison
Face search
Liveness detection
Synthetic image detection
Application scenarios
Face real-name authentication
Pass through face-scanning turnstiles
Smart face attendance
Intelligent video surveillance
Intelligent member management
Face recognition mobile payment
Smart photo album classification
Interactive entertainment beauty
Face registration login
portrait effects
Enhanced portrait clarity
virtual makeup change
HD portrait beautification
Face 3D reconstruction algorithm
High-precision facial key point detection
Makeup try-on
Beauty filter
Refined beauty
Hair coloring
human body analysis
Human body key point recognition
People flow statistics
Human body detection and attributes
3D limb key points
Application scenarios
Security Monitoring
Smart retail
driving monitoring
sports entertainment
Behavior analysis
Driving behavior analysis
Risk behavior identification
Hand key point recognition
Gesture Recognition
Fingertip detection
Split cutout
Segmentation of facial features
Portrait segmentation
Medical beauty special effects
skin analysis
Skin color detection
HairlineEdit
Face 3D model generation
video technology
Video content analysis
Video classification
Video speech recognition
Video OCR
Video specific person recognition
Video fine-grained recognition
Pan tag extraction
Application scenarios
Video personalized recommendations
Video content retrieval
Video cover selection
Cover quality analysis
Cover content relevance
Cover brilliance
output
Video dynamic cover
Video static cover
Application scenarios
Recommended videos
Live broadcast highlights cover picture
Video comparison search
Application scenarios
Search by image
search for shadows
Video deduplication
Video content review
Porn recognition
Violence and Terrorism Identification
Politically sensitive identification
Contraband detection
Advertisement detection
Custom video black library
Application scenarios
Short video review
Live broadcast platform content review
AR and VR
Augmented Reality
Virtual image generation driver
Core Technology
Face 3D feature extraction
Automatic expression base generation
facial expression motion capture
Voice driven facial expressions
Spatial positioning and display enhancement
Special effects beautify interaction
Virtual Reality
natural language processing
Language processing basic technology
lexical analysis
word vector representation
word meaning similarity
Dependency syntax analysis
DNN language model
Short text similarity
Language processing application technology
Text error correction
sentiment analysis
Comment opinion extraction
Conversation emotion recognition
Article tags
Article classification
news summary
address recognition
Text review
Porn recognition
Violence, Terrorism and Prohibition
Politically sensitive
malicious promotion
Vulgar abuse
low quality irrigation
machine translation
Universal text translation
Vertical domain translation
Translation customized training
Document translation
Voice translation
Picture translation
English speaking assessment
AI simultaneous interpretation
Intelligent document analysis
Structured information extraction
Document information comparison
Document proofreading and review
risk compliance
Application scenarios
Express document extraction
Contract content comparison
Financial factoring document information comparison
Logistics industry document identification
data intelligence
big data processing
big data analysis
database
Search analytics
Statistics and recommendations
Public opinion analysis
Public opinion platform
Big data risk control
big data marketing
knowledge production and understanding
Knowledge graph
knowledge understanding
Entity labeling
Entity recognition
entity link
Application scenarios
text understanding
Main requirement identification
Chinese search
Mandarin dictionary
Chinese Questions and Answers
Application scenarios
Search the definitions of words and idioms in online reading
Chinese knowledge questions and answers under early childhood education
Quiz
Accurate Q&A
inferential computation
General Q&A
Application scenarios
Smart hardware
knowledge media
Pan-entertainment
Essay search
Entity retrieval
Tag search
Application scenarios
Composition imitation
Excellent sample essay learning
event graph
Information event identification
Event name extraction
Event common attribute extraction
Event similarity judgment
Application scenarios
Intelligent creation
Search information channels
Search time-sensitive content expansion
Intelligent creation platform
Automatic creation
Smart Spring Festival Couplets
Intelligent poetry writing
Structured data writing
Assist creation
Hot spot discovery
Hot word analysis
Events
Text error correction
polish with words
Automatic summary
Text review
Article classification
Article tags
Title generation
Multimodal creation
Theme words of Spring Festival couplets:
Application scenarios
Media and Content Creation Industry
Business Intelligence
Industry reporting and consulting organization
Marketing and Events
Industrial intelligence
Product appearance defect quality inspection
solution
Application scenarios
Keyboard appearance inspection
Wood floor appearance inspection
Industrial injector inspection
Textile needle inspection
Plastic bottle testing
Medical instructions testing
Glass bottle size inspection
Scenario application solution
Corporate Services
Smart retail
information services
Smart medical
smart industry
Smart education
Smart hardware
Industry application solutions
Smart retail
Member identification
Passenger flow analysis
Self-checkout
Automatic review of product display
sales forecast
Loss warning
Interactive Marketing
Smart education
Homework tutoring and correction
Composition correction
Voice-assisted teaching
Intelligent assisted teaching
Education live broadcast review
Classroom concentration analysis
Candidate remote identity authentication
Personnel access management
Student self-service
campus security
Attendance management
smart home
Personnel access management
Vehicle traffic management
Security deployment and control
Smart service
Unmanned work vehicle
Corporate Services
Smart electronic sales
Smart phone customer service
Intelligent voice quality inspection
Intelligent online customer service
Intelligent collaborative office
Intelligent employee attendance
Intelligent document identification
information services
voice search
Image search
Smart entry
Word of mouth analysis
audio reading
Voice broadcast
Content moderation
Image classification
Text Categorization
smart industry
Park unmanned operation vehicle
Warehouse Logistics
Production line quality inspection
Intelligent monitoring
Park management
Industrial modeling and applications
Intelligent government affairs
Intelligent Q&A
Smart Hall
remote authentication
Smart search
Conference management
Government big data
Smart hardware
service robot
Smart vending machine
Smart access control
Smart turnstile
Smart wearable devices
smart speaker
smart agriculture
Intelligent agricultural plot identification
crop growth forecast
Pest and disease identification
Intelligent sorting
Traceability of agricultural products
Smart medical
clinical decision aid system
Medical big data governance
Fundus image analysis system
Intelligent pre-diagnosis assistant
application
Smart retail
Store intelligent customer management
Face member recognition
Solution process
Smart container
Self-checkout counter
AR product packaging display
VR product packaging display
smart agriculture
Crop growth forecast
Crop pest and disease identification
Intelligent adjustment of factors affecting crop growth
Contactless livestock weighing
Special livestock living identification
Agricultural scene digital capabilities
Smart education
AR education industry application solutions
VR K12 Classroom
VR university laboratory
Smart medical
Medical text structuring
Intelligent rational medication engine
Smart ICD coding service
Intelligent triage
smart industry
Factory safety production monitoring
Industrial intelligent quality inspection
information services
Industry knowledge graph solution
Video live broadcast industry application solution
Virtual anchor video intelligent production
Avatar and generation driven solutions
Virtual anchor live broadcast solution
AI in food, clothing, housing and transportation
Smart fitting room = computer vision 3D modeling technology
Smart shopping guide = RFID electronic tag = radio frequency identification technology
Coco Nutrilonist=Speech recognition technology, semantic analysis technology, AI analysis of nutritional data
Alibaba Future Hotel = Face recognition, voice control, intelligent robot, etc.
Autonomous car = driverless technology
Impact on the advertising and media industries
“Luban” Artificial Intelligence Designer = Deep Learning
AI writing = natural language processing text creation scenario
Impact on the education industry
AI exam = natural language processing exam scenario
AI grading = natural language processing grading scenario
Impact on the art creation industry
Image style migration=CNN technology/GAN network technology creative scene
AutoDraw=Image recognition technology drawing scene
AI music making = deep neural network learning
Impact on logistics and industrial industries
Logistics robot
Autonomous vehicle delivery = multiple sensors, computer vision technology, 360-degree perception of road conditions
Unmanned workshop
Break through your imagination
Medical "black hole"
Will an AI doctor with a scalpel treat patients?
Robot "Catcher"
Why can an AI robot that writes poetry fool experts?
The sparring robot is here, can you beat that AI?
Life "a game within a game"
Why has AI simultaneous interpretation become a hurdle that even the giants cannot overcome?
When will humans understand the language of animals?
Machine evolution
Why is pig face recognition more interesting than human face recognition?
Can AI translate baby language?
Why do humans both expect and reject "mind readers"?
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
Introduction to artificial intelligence industry and applications
multiple fields
Smart medical
disease prognosis
medical imaging
drug mining
Remote consultation
smart transportation
Autopilot
traffic control
vehicle identification
Vehicle detection
smart home
Smart lighting
Smart door lock
home control
home robot
Smart manufacturing
product testing
Intelligent operation and maintenance
Smart supply chain
Industrial robot
Smart Finance
loan appraisal
Smart voting
Intelligent customer service
Financial Supervision
Smart retail
Smart checkout
Unmanned store
Smart distribution
Intelligent logistics
Intelligent communication
Traffic scheduling
network control
Network Optimization
Network anomaly monitoring
Smart education
Homework correction
Intelligent Q&A
virtual classroom
Remote tutoring
Two types of products
Composite products
Feature recognition
face recognition
Fingerprint recognition
Voiceprint recognition
Iris recognition
Intelligent transportation
self-driving cars
unmanned ship
rail transit system
drone
smart robot
Industrial robot
Special robot
service robot
home robot
smart device
smart camera
smart speaker
Smart wearable devices
Industrial robot
multiple fields
Natural language processing products
semantic understanding
machine translation
Speech Recognition
speech synthesis
Knowledge graph products
question and answer system
Smart search
intelligence analysis
Smart verification
computer identification products
Image Identification
Video Surveillance
3D vision
Image Processing
Human-computer interaction products
Voice interaction
somatosensory interaction
emotional interaction
brain computer interaction
Case
Starting from Double Eleven in 2020, Taobao will gradually enable robots to deliver express delivery because autonomous driving technology based on artificial intelligence has matured.
After the family car, Tesla released a pure electric driverless truck. In the future, AI will completely replace drivers.
Both Amazon and Alibaba have opened unmanned stores. The ladies who scan QR codes at the supermarket entrance to collect money are no longer available. You can just leave after picking up the goods, and the money will be automatically deducted from Alipay.
Even jobs that require high professional capabilities such as doctors, lawyers, and reporters can be completed efficiently using AI.