SlideShare a Scribd company logo
Maze Solver Robot Using Wall-Following Algorithm
By: Ali Ulku & Vardah Muhammad
Supervized By: Dr. Mehmet Keskinoz
24.05.2015
Outline
Outline
• Introduction
− Lego Mindstorm Construction Pack
− Completed View
− Wall-Following Algorithm
− Different Types of Circuits
• Algorithm
− Pseudo Code
− Initialization Block
− 1st If Block
− 2nd If Block
− Move Forward Block
− Turn Right/Left Block
− Medium Motor Turn Right/Left Block
− Logic
• Result
− Robot in the Maze
− Escape Route on Matlab
Introduction
5
Introduction
Lego Mindstorm Construction Pack
Main Hardware:
• EV3 Brick (300 MHz ARM9 Controller)
• 2 Large Motors
• 1 Medium Motor
• Infrared Sensor
• Subassemblies
Comments
6
Introduction
Top View
Completed View
Bottom View
7
Introduction
Wall-Following Algorithm
Comments
Wall-Following Algorithm
•Follows the Right Hand Wall Rule
•Simple
•Fast
•Unique Solution
•Works for Open Circuits
•No need for Memory Storage
•Parameters can be easily controlled
8
Introduction
Open Circuit
Different Types of Circuits
Closed Circuit
Algorithm
10
Algorithm
Pseudo Code
Pseudo Code Blocks
Initialization
Block
Turn Right/Left
Block
Medium Motor
Turn Right/Left
Block
2 If Blocks
Move Forward
Block
11
Algorithm
Initialization Block
• Initializes x, y position and direction
• Used to generate trajectory of robot and maze map
Comments
12
Algorithm
1st
If Block
• Reads from Infrared Sensor
• Checks if there is a wall on the right
− Reading of less than 15 indicates that wall is present
Comments
13
Algorithm
2nd
If Block
• Decides on the direction to move
Comments
14
Algorithm
Move Forward Block
• Moves robot forward by 1 step (pre calculated)
• Updates its direction
• Direction:
− 1: forward
− 2: right
− 3: backward
− 4: left
Comments
15
Algorithm
Turn Left Block
• Turns robot to the left
• Increments direction by 1
Comments
16
Algorithm
Turn Right Block
• Turns robot to the right
• Decrements direction by 1
Comments
17
Algorithm
Medium Motor Turn Right Block
• Medium motor holds the infrared sensor
• Turns medium motor to the right
− Add 90 to reading to get rid of drift
• Uses proportional gain of 0.5 to reduce accumulated error
Comments
18
Algorithm
Medium Motor Turn Left Block
• Turns medium motor to the left
− Subtract 90 from reading to get rid of drift
• Uses proportional gain of 0.5 to reduce accumulated error
Comments
19
Algorithm
Check Right
No wall
(proximity>15)
Wall
(proximity <15)
Turn Right & Move
Forward
Logic
Check Front
Move ForwardNo wall
(proximity>15)
Wall
(proximity <15)
Turn Left and Repeat
from the start
Result
21
Result
Video
The Robot in the Maze
Constructed Maze
22
Result
Robot’s Escape Route on Matlab
• Red and straight lines show the borders of the
maze
− Achieved by combining direction information
• Blue and dashed lines show the route that our
robot traveled only once
• Blue and straight lines show the route that our
robot traveled back and forth
− Achieved by combining position and direction
information
Comments
Thank You!

More Related Content

What's hot

Line Maze Solver Presentation
Line Maze Solver PresentationLine Maze Solver Presentation
Line Maze Solver Presentation
SoujanyaChatterjee1
 
Autonomous maze solving robot (1/2)
Autonomous maze solving robot (1/2)Autonomous maze solving robot (1/2)
Autonomous maze solving robot (1/2)
Musfiqur Rahman
 
Grid solving robot
Grid solving robotGrid solving robot
Grid solving robot
Uday Wankar
 
Maze Solver Robot using Arduino
Maze Solver Robot using ArduinoMaze Solver Robot using Arduino
Maze Solver Robot using Arduino
GautamJagdhish
 
Obstacle Detector & Find The Way to Reach Destination Robot
Obstacle Detector & Find The Way to Reach Destination RobotObstacle Detector & Find The Way to Reach Destination Robot
Obstacle Detector & Find The Way to Reach Destination Robot
Kms Nira
 
Path Following Robot
Path Following RobotPath Following Robot
Path Following Robot
Chamila Wijayarathna
 
Arduino Final Project
Arduino Final ProjectArduino Final Project
Arduino Final Project
Bach Nguyen
 
Obstacle avoiding robot
Obstacle avoiding robotObstacle avoiding robot
Obstacle avoiding robot
Electronics - Embedded System
 
Obstacle Avoidance Robot
Obstacle Avoidance RobotObstacle Avoidance Robot
Obstacle Avoidance Robot
Ratan Srikanth
 
Obstacle Avoiding Robot Report Robot23
Obstacle Avoiding Robot Report Robot23Obstacle Avoiding Robot Report Robot23
Obstacle Avoiding Robot Report Robot23
Abhijeet kapse
 
OBSTACLE AVOIDING CAR
OBSTACLE AVOIDING CAROBSTACLE AVOIDING CAR
OBSTACLE AVOIDING CAR
Shubham Thakur
 
Report on Pick and Place Line following Robot
Report on Pick and Place Line following RobotReport on Pick and Place Line following Robot
Report on Pick and Place Line following Robot
Pradeep Yadav
 
Line follower robot
Line follower robotLine follower robot
Line follower robot
Ulla Ahmed
 
Obstacle detctor
Obstacle detctorObstacle detctor
Obstacle detctor
Nikita Kaushal
 
White Line Follower Using Fire Bird V Robot
White Line Follower Using Fire Bird V RobotWhite Line Follower Using Fire Bird V Robot
White Line Follower Using Fire Bird V Robot
IJSRD
 
Obstacle and edge detector report.
Obstacle and edge detector report.Obstacle and edge detector report.
Obstacle and edge detector report.
Himanshu Kumar Singh
 
Obstacle Detctor Robot
Obstacle Detctor RobotObstacle Detctor Robot
Obstacle Detctor Robot
Nikita Kaushal
 
Line Following Robot Presentation
Line Following Robot PresentationLine Following Robot Presentation
Line Following Robot Presentation
Oli ullah
 
Line follower12
Line follower12Line follower12
Line follower12
Tushar attar
 
Line Following Robot
Line Following RobotLine Following Robot
Line Following Robot
Farooq Saeed
 

What's hot (20)

Line Maze Solver Presentation
Line Maze Solver PresentationLine Maze Solver Presentation
Line Maze Solver Presentation
 
Autonomous maze solving robot (1/2)
Autonomous maze solving robot (1/2)Autonomous maze solving robot (1/2)
Autonomous maze solving robot (1/2)
 
Grid solving robot
Grid solving robotGrid solving robot
Grid solving robot
 
Maze Solver Robot using Arduino
Maze Solver Robot using ArduinoMaze Solver Robot using Arduino
Maze Solver Robot using Arduino
 
Obstacle Detector & Find The Way to Reach Destination Robot
Obstacle Detector & Find The Way to Reach Destination RobotObstacle Detector & Find The Way to Reach Destination Robot
Obstacle Detector & Find The Way to Reach Destination Robot
 
Path Following Robot
Path Following RobotPath Following Robot
Path Following Robot
 
Arduino Final Project
Arduino Final ProjectArduino Final Project
Arduino Final Project
 
Obstacle avoiding robot
Obstacle avoiding robotObstacle avoiding robot
Obstacle avoiding robot
 
Obstacle Avoidance Robot
Obstacle Avoidance RobotObstacle Avoidance Robot
Obstacle Avoidance Robot
 
Obstacle Avoiding Robot Report Robot23
Obstacle Avoiding Robot Report Robot23Obstacle Avoiding Robot Report Robot23
Obstacle Avoiding Robot Report Robot23
 
OBSTACLE AVOIDING CAR
OBSTACLE AVOIDING CAROBSTACLE AVOIDING CAR
OBSTACLE AVOIDING CAR
 
Report on Pick and Place Line following Robot
Report on Pick and Place Line following RobotReport on Pick and Place Line following Robot
Report on Pick and Place Line following Robot
 
Line follower robot
Line follower robotLine follower robot
Line follower robot
 
Obstacle detctor
Obstacle detctorObstacle detctor
Obstacle detctor
 
White Line Follower Using Fire Bird V Robot
White Line Follower Using Fire Bird V RobotWhite Line Follower Using Fire Bird V Robot
White Line Follower Using Fire Bird V Robot
 
Obstacle and edge detector report.
Obstacle and edge detector report.Obstacle and edge detector report.
Obstacle and edge detector report.
 
Obstacle Detctor Robot
Obstacle Detctor RobotObstacle Detctor Robot
Obstacle Detctor Robot
 
Line Following Robot Presentation
Line Following Robot PresentationLine Following Robot Presentation
Line Following Robot Presentation
 
Line follower12
Line follower12Line follower12
Line follower12
 
Line Following Robot
Line Following RobotLine Following Robot
Line Following Robot
 

Viewers also liked

Maze solving robot 90° Turn
Maze solving robot 90° TurnMaze solving robot 90° Turn
Maze solving robot 90° Turn
guillaumeLoisel
 
Maze robot
Maze robotMaze robot
Maze robot
Anca Mihalache
 
Minicurso Micromouse - Projeto Mecânico
Minicurso Micromouse - Projeto MecânicoMinicurso Micromouse - Projeto Mecânico
Minicurso Micromouse - Projeto Mecânico
Kleber Lima da Silva
 
Soldiers
SoldiersSoldiers
Soldiers
clparsons83
 
G70_SeniorDesignPoster
G70_SeniorDesignPosterG70_SeniorDesignPoster
G70_SeniorDesignPoster
Cheng Yin Desmond Lai
 
HandyBug Robot
HandyBug Robot HandyBug Robot
HandyBug Robot
Reyna M
 
Line following robot
Line following robotLine following robot
Line following robot
sunil sah
 
Finding A Problem Statements (D Lab)
Finding A Problem Statements (D Lab)Finding A Problem Statements (D Lab)
Finding A Problem Statements (D Lab)
Naveed Ahmed
 
Design, Implementation and Control of a Humanoid Robot for Obstacle Avoidance...
Design, Implementation and Control of a Humanoid Robot for Obstacle Avoidance...Design, Implementation and Control of a Humanoid Robot for Obstacle Avoidance...
Design, Implementation and Control of a Humanoid Robot for Obstacle Avoidance...
IOSR Journals
 
SWOT Analysis Entrepreneurship
SWOT Analysis Entrepreneurship SWOT Analysis Entrepreneurship
SWOT Analysis Entrepreneurship
Naveed Ahmed
 
line following robot
line following robotline following robot
line following robot
Rehnaz Razvi
 
Line following robot - Mini project
Line following robot - Mini projectLine following robot - Mini project
Line following robot - Mini project
Amit Upadhye
 
The line follower robot
The line follower robotThe line follower robot
The line follower robot
Poonam Narang
 
Line Following Robot using Arduino UNO
Line Following Robot using Arduino UNOLine Following Robot using Arduino UNO
Line Following Robot using Arduino UNO
Viswanadh Ivaturi
 
Obstacle avoidance robot
Obstacle avoidance robotObstacle avoidance robot
Obstacle avoidance robot
Rahuldey1991
 

Viewers also liked (15)

Maze solving robot 90° Turn
Maze solving robot 90° TurnMaze solving robot 90° Turn
Maze solving robot 90° Turn
 
Maze robot
Maze robotMaze robot
Maze robot
 
Minicurso Micromouse - Projeto Mecânico
Minicurso Micromouse - Projeto MecânicoMinicurso Micromouse - Projeto Mecânico
Minicurso Micromouse - Projeto Mecânico
 
Soldiers
SoldiersSoldiers
Soldiers
 
G70_SeniorDesignPoster
G70_SeniorDesignPosterG70_SeniorDesignPoster
G70_SeniorDesignPoster
 
HandyBug Robot
HandyBug Robot HandyBug Robot
HandyBug Robot
 
Line following robot
Line following robotLine following robot
Line following robot
 
Finding A Problem Statements (D Lab)
Finding A Problem Statements (D Lab)Finding A Problem Statements (D Lab)
Finding A Problem Statements (D Lab)
 
Design, Implementation and Control of a Humanoid Robot for Obstacle Avoidance...
Design, Implementation and Control of a Humanoid Robot for Obstacle Avoidance...Design, Implementation and Control of a Humanoid Robot for Obstacle Avoidance...
Design, Implementation and Control of a Humanoid Robot for Obstacle Avoidance...
 
SWOT Analysis Entrepreneurship
SWOT Analysis Entrepreneurship SWOT Analysis Entrepreneurship
SWOT Analysis Entrepreneurship
 
line following robot
line following robotline following robot
line following robot
 
Line following robot - Mini project
Line following robot - Mini projectLine following robot - Mini project
Line following robot - Mini project
 
The line follower robot
The line follower robotThe line follower robot
The line follower robot
 
Line Following Robot using Arduino UNO
Line Following Robot using Arduino UNOLine Following Robot using Arduino UNO
Line Following Robot using Arduino UNO
 
Obstacle avoidance robot
Obstacle avoidance robotObstacle avoidance robot
Obstacle avoidance robot
 

Similar to Final ppt ens492

Line follower robot 5th semster
Line follower robot 5th semsterLine follower robot 5th semster
Line follower robot 5th semster
aqeel shoukat
 
Obstacle Avoidance Robot (Powered by Arduino)
Obstacle Avoidance Robot (Powered by Arduino)Obstacle Avoidance Robot (Powered by Arduino)
Obstacle Avoidance Robot (Powered by Arduino)
Amanullah Mahmood
 
Line follower robot
Line follower robotLine follower robot
Line follower robot
Rohit Dadoriya
 
Lobula Giant Movement Detector Based Embedded Vision System for Micro-robots
Lobula Giant Movement Detector Based Embedded Vision System for Micro-robotsLobula Giant Movement Detector Based Embedded Vision System for Micro-robots
Lobula Giant Movement Detector Based Embedded Vision System for Micro-robots
Nishmi Suresh
 
Line of the system that follower Robot.pptx
Line of the system that follower Robot.pptxLine of the system that follower Robot.pptx
Line of the system that follower Robot.pptx
divyanshuranjan9973
 
Report - Line Following Robot
Report - Line Following RobotReport - Line Following Robot
Report - Line Following Robot
Divay Khatri
 
Stepper motor control
Stepper motor controlStepper motor control
Stepper motor control
Jatin Arora
 
Ni project presentation version 3
Ni project presentation version 3Ni project presentation version 3
Ni project presentation version 3
Ahmed Zahid
 
Maze follower robot
Maze follower robotMaze follower robot
Maze follower robot
VikasKumar1792
 
2015_1009_Line following - Braitenberg, robot examples.ppt
2015_1009_Line following - Braitenberg, robot examples.ppt2015_1009_Line following - Braitenberg, robot examples.ppt
2015_1009_Line following - Braitenberg, robot examples.ppt
r_sadoun
 
Biratnagar Robotics Club, Nepal
Biratnagar Robotics Club, NepalBiratnagar Robotics Club, Nepal
Biratnagar Robotics Club, Nepal
Sarwar Alam Ansari
 
LDR Counter
LDR CounterLDR Counter
LDR Counter
Ali Faizan Wattoo
 
99995327.ppt
99995327.ppt99995327.ppt
99995327.ppt
ABDULSAMADKAZI
 
Caged Quadrotor Drone for Inspection of HVAC Ducts
Caged Quadrotor Drone for Inspection of HVAC DuctsCaged Quadrotor Drone for Inspection of HVAC Ducts
Caged Quadrotor Drone for Inspection of HVAC Ducts
Arwa Abougharib
 
Unit 5 - Actuators and Mechatronics system Design, Case Study1.pptx
Unit 5 - Actuators and Mechatronics system Design, Case Study1.pptxUnit 5 - Actuators and Mechatronics system Design, Case Study1.pptx
Unit 5 - Actuators and Mechatronics system Design, Case Study1.pptx
Charunnath S V
 
Motors types
Motors typesMotors types
Motors types
Mahmoud Hussein
 
ETAP - 09 motor acceleration
ETAP - 09 motor accelerationETAP - 09 motor acceleration
ETAP - 09 motor acceleration
Himmelstern
 
ETAP - 09 motor-acceleration
ETAP - 09 motor-accelerationETAP - 09 motor-acceleration
ETAP - 09 motor-acceleration
Himmelstern
 
Line following robot
Line following robotLine following robot
Line following robot
arul jothi
 
light follower robot
light follower robotlight follower robot
light follower robot
anuragyadav94
 

Similar to Final ppt ens492 (20)

Line follower robot 5th semster
Line follower robot 5th semsterLine follower robot 5th semster
Line follower robot 5th semster
 
Obstacle Avoidance Robot (Powered by Arduino)
Obstacle Avoidance Robot (Powered by Arduino)Obstacle Avoidance Robot (Powered by Arduino)
Obstacle Avoidance Robot (Powered by Arduino)
 
Line follower robot
Line follower robotLine follower robot
Line follower robot
 
Lobula Giant Movement Detector Based Embedded Vision System for Micro-robots
Lobula Giant Movement Detector Based Embedded Vision System for Micro-robotsLobula Giant Movement Detector Based Embedded Vision System for Micro-robots
Lobula Giant Movement Detector Based Embedded Vision System for Micro-robots
 
Line of the system that follower Robot.pptx
Line of the system that follower Robot.pptxLine of the system that follower Robot.pptx
Line of the system that follower Robot.pptx
 
Report - Line Following Robot
Report - Line Following RobotReport - Line Following Robot
Report - Line Following Robot
 
Stepper motor control
Stepper motor controlStepper motor control
Stepper motor control
 
Ni project presentation version 3
Ni project presentation version 3Ni project presentation version 3
Ni project presentation version 3
 
Maze follower robot
Maze follower robotMaze follower robot
Maze follower robot
 
2015_1009_Line following - Braitenberg, robot examples.ppt
2015_1009_Line following - Braitenberg, robot examples.ppt2015_1009_Line following - Braitenberg, robot examples.ppt
2015_1009_Line following - Braitenberg, robot examples.ppt
 
Biratnagar Robotics Club, Nepal
Biratnagar Robotics Club, NepalBiratnagar Robotics Club, Nepal
Biratnagar Robotics Club, Nepal
 
LDR Counter
LDR CounterLDR Counter
LDR Counter
 
99995327.ppt
99995327.ppt99995327.ppt
99995327.ppt
 
Caged Quadrotor Drone for Inspection of HVAC Ducts
Caged Quadrotor Drone for Inspection of HVAC DuctsCaged Quadrotor Drone for Inspection of HVAC Ducts
Caged Quadrotor Drone for Inspection of HVAC Ducts
 
Unit 5 - Actuators and Mechatronics system Design, Case Study1.pptx
Unit 5 - Actuators and Mechatronics system Design, Case Study1.pptxUnit 5 - Actuators and Mechatronics system Design, Case Study1.pptx
Unit 5 - Actuators and Mechatronics system Design, Case Study1.pptx
 
Motors types
Motors typesMotors types
Motors types
 
ETAP - 09 motor acceleration
ETAP - 09 motor accelerationETAP - 09 motor acceleration
ETAP - 09 motor acceleration
 
ETAP - 09 motor-acceleration
ETAP - 09 motor-accelerationETAP - 09 motor-acceleration
ETAP - 09 motor-acceleration
 
Line following robot
Line following robotLine following robot
Line following robot
 
light follower robot
light follower robotlight follower robot
light follower robot
 

Recently uploaded

Height and depth gauge linear metrology.pdf
Height and depth gauge linear metrology.pdfHeight and depth gauge linear metrology.pdf
Height and depth gauge linear metrology.pdf
q30122000
 
AI in customer support Use cases solutions development and implementation.pdf
AI in customer support Use cases solutions development and implementation.pdfAI in customer support Use cases solutions development and implementation.pdf
AI in customer support Use cases solutions development and implementation.pdf
mahaffeycheryld
 
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
ydzowc
 
Levelised Cost of Hydrogen (LCOH) Calculator Manual
Levelised Cost of Hydrogen  (LCOH) Calculator ManualLevelised Cost of Hydrogen  (LCOH) Calculator Manual
Levelised Cost of Hydrogen (LCOH) Calculator Manual
Massimo Talia
 
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
nedcocy
 
Tools & Techniques for Commissioning and Maintaining PV Systems W-Animations ...
Tools & Techniques for Commissioning and Maintaining PV Systems W-Animations ...Tools & Techniques for Commissioning and Maintaining PV Systems W-Animations ...
Tools & Techniques for Commissioning and Maintaining PV Systems W-Animations ...
Transcat
 
一比一原版(USF毕业证)旧金山大学毕业证如何办理
一比一原版(USF毕业证)旧金山大学毕业证如何办理一比一原版(USF毕业证)旧金山大学毕业证如何办理
一比一原版(USF毕业证)旧金山大学毕业证如何办理
uqyfuc
 
一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理
一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理
一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理
upoux
 
一比一原版(uoft毕业证书)加拿大多伦多大学毕业证如何办理
一比一原版(uoft毕业证书)加拿大多伦多大学毕业证如何办理一比一原版(uoft毕业证书)加拿大多伦多大学毕业证如何办理
一比一原版(uoft毕业证书)加拿大多伦多大学毕业证如何办理
sydezfe
 
Sri Guru Hargobind Ji - Bandi Chor Guru.pdf
Sri Guru Hargobind Ji - Bandi Chor Guru.pdfSri Guru Hargobind Ji - Bandi Chor Guru.pdf
Sri Guru Hargobind Ji - Bandi Chor Guru.pdf
Balvir Singh
 
Accident detection system project report.pdf
Accident detection system project report.pdfAccident detection system project report.pdf
Accident detection system project report.pdf
Kamal Acharya
 
Applications of artificial Intelligence in Mechanical Engineering.pdf
Applications of artificial Intelligence in Mechanical Engineering.pdfApplications of artificial Intelligence in Mechanical Engineering.pdf
Applications of artificial Intelligence in Mechanical Engineering.pdf
Atif Razi
 
Call For Paper -3rd International Conference on Artificial Intelligence Advan...
Call For Paper -3rd International Conference on Artificial Intelligence Advan...Call For Paper -3rd International Conference on Artificial Intelligence Advan...
Call For Paper -3rd International Conference on Artificial Intelligence Advan...
ijseajournal
 
openshift technical overview - Flow of openshift containerisatoin
openshift technical overview - Flow of openshift containerisatoinopenshift technical overview - Flow of openshift containerisatoin
openshift technical overview - Flow of openshift containerisatoin
snaprevwdev
 
Blood finder application project report (1).pdf
Blood finder application project report (1).pdfBlood finder application project report (1).pdf
Blood finder application project report (1).pdf
Kamal Acharya
 
UNIT 4 LINEAR INTEGRATED CIRCUITS-DIGITAL ICS
UNIT 4 LINEAR INTEGRATED CIRCUITS-DIGITAL ICSUNIT 4 LINEAR INTEGRATED CIRCUITS-DIGITAL ICS
UNIT 4 LINEAR INTEGRATED CIRCUITS-DIGITAL ICS
vmspraneeth
 
Null Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAMNull Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAM
Divyanshu
 
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
PriyankaKilaniya
 
Digital Image Processing Unit -2 Notes complete
Digital Image Processing Unit -2 Notes completeDigital Image Processing Unit -2 Notes complete
Digital Image Processing Unit -2 Notes complete
shubhamsaraswat8740
 
AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...
AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...
AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...
Paris Salesforce Developer Group
 

Recently uploaded (20)

Height and depth gauge linear metrology.pdf
Height and depth gauge linear metrology.pdfHeight and depth gauge linear metrology.pdf
Height and depth gauge linear metrology.pdf
 
AI in customer support Use cases solutions development and implementation.pdf
AI in customer support Use cases solutions development and implementation.pdfAI in customer support Use cases solutions development and implementation.pdf
AI in customer support Use cases solutions development and implementation.pdf
 
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
 
Levelised Cost of Hydrogen (LCOH) Calculator Manual
Levelised Cost of Hydrogen  (LCOH) Calculator ManualLevelised Cost of Hydrogen  (LCOH) Calculator Manual
Levelised Cost of Hydrogen (LCOH) Calculator Manual
 
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
 
Tools & Techniques for Commissioning and Maintaining PV Systems W-Animations ...
Tools & Techniques for Commissioning and Maintaining PV Systems W-Animations ...Tools & Techniques for Commissioning and Maintaining PV Systems W-Animations ...
Tools & Techniques for Commissioning and Maintaining PV Systems W-Animations ...
 
一比一原版(USF毕业证)旧金山大学毕业证如何办理
一比一原版(USF毕业证)旧金山大学毕业证如何办理一比一原版(USF毕业证)旧金山大学毕业证如何办理
一比一原版(USF毕业证)旧金山大学毕业证如何办理
 
一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理
一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理
一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理
 
一比一原版(uoft毕业证书)加拿大多伦多大学毕业证如何办理
一比一原版(uoft毕业证书)加拿大多伦多大学毕业证如何办理一比一原版(uoft毕业证书)加拿大多伦多大学毕业证如何办理
一比一原版(uoft毕业证书)加拿大多伦多大学毕业证如何办理
 
Sri Guru Hargobind Ji - Bandi Chor Guru.pdf
Sri Guru Hargobind Ji - Bandi Chor Guru.pdfSri Guru Hargobind Ji - Bandi Chor Guru.pdf
Sri Guru Hargobind Ji - Bandi Chor Guru.pdf
 
Accident detection system project report.pdf
Accident detection system project report.pdfAccident detection system project report.pdf
Accident detection system project report.pdf
 
Applications of artificial Intelligence in Mechanical Engineering.pdf
Applications of artificial Intelligence in Mechanical Engineering.pdfApplications of artificial Intelligence in Mechanical Engineering.pdf
Applications of artificial Intelligence in Mechanical Engineering.pdf
 
Call For Paper -3rd International Conference on Artificial Intelligence Advan...
Call For Paper -3rd International Conference on Artificial Intelligence Advan...Call For Paper -3rd International Conference on Artificial Intelligence Advan...
Call For Paper -3rd International Conference on Artificial Intelligence Advan...
 
openshift technical overview - Flow of openshift containerisatoin
openshift technical overview - Flow of openshift containerisatoinopenshift technical overview - Flow of openshift containerisatoin
openshift technical overview - Flow of openshift containerisatoin
 
Blood finder application project report (1).pdf
Blood finder application project report (1).pdfBlood finder application project report (1).pdf
Blood finder application project report (1).pdf
 
UNIT 4 LINEAR INTEGRATED CIRCUITS-DIGITAL ICS
UNIT 4 LINEAR INTEGRATED CIRCUITS-DIGITAL ICSUNIT 4 LINEAR INTEGRATED CIRCUITS-DIGITAL ICS
UNIT 4 LINEAR INTEGRATED CIRCUITS-DIGITAL ICS
 
Null Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAMNull Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAM
 
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
 
Digital Image Processing Unit -2 Notes complete
Digital Image Processing Unit -2 Notes completeDigital Image Processing Unit -2 Notes complete
Digital Image Processing Unit -2 Notes complete
 
AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...
AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...
AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...
 

Final ppt ens492