Pycon2013 : Application of Python in Robotics

PyCon2013

Application of Python in Robotics

Lentin Josephwww.lentinjoseph.com

PyCon2013

About Speaker

• Former Robotics Engineer @ASIMOV Robotics

• Founder of www.technolabsz.com• Robotics, Machine Vision for last 3 years• Python and GNU/Linux for last 5 years • Website : www.lentinjoseph.com

PyCon2013

Agenda

• Introduction to Robotics• Designing an intelligent ball tracking robot• Block Diagram explanations• Technology explanations• Role of Python• Robot demos

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Robotics in a Nutshell

• What is Robotics

• What is a Robot

• Types of Robot

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Robotics and Robot

• Robotics deals with design, construction, operation and application of robots

• Robot is a machine build for doing real world functions

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Types of Robots

Manipulators Mobile Robots Hybrid Robots

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Designing a ball tracking robot

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What this Robot Can do??• It will track coloured objects like balls

Add-on :• It can respond to human voice commands

using Artificial Intelligence

• It can detect obstacles

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What are the Features

• Locomotion• Image Processing capability• Speech synthesis and recognition• Basic Artificial Intelligence• Obstacle avoidance

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Block Diagram

Arduino

Raspberry Pi Camera

Motor Control board

Motors

Speaker and Mic

Ultrasonic sound sensors

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How this components look like??

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Block Diagram Explanation

Arduino

Raspberry Pi Camera

Motor Control board

Motors

Speaker and Mic

Ultrasonic sound sensors

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Motors• DC Geared Motor

• Specification• 12 volt• 60 rpm

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Block Diagram

Arduino

Raspberry Pi Camera

Motor Control board

Motors

Speaker and Mic

Ultrasonic sound sensors

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Motor Driver• Name: MotoMama• L298 H-Bridge• 2 Motor output port• Arduino Compatible• Zigbee, Bluetooth

ready• LED Indicators

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Block Diagram

Arduino

Raspberry Pi Camera

Motor Control board

Motors

Speaker and Mic

Ultrasonic sound sensors

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Arduino• Opensource hardware• AtMega 328

micro-controller• GPIO and Analog pins• USB Compatible• 5volt supply• Easy programming

interface

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Block Diagram

Arduino

Raspberry Pi Camera

Motor Control board

Motors

Speaker and Mic

Ultrasonic sound sensors

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Ultra Sonic Sound Sensor• Obstacle detection• Compatible with

Arduino• Detect collision up to 2

cm to 3 m• TTL Compatible

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Block Diagram

Arduino

Raspberry Pi Camera

Motor Control board

Motors

Speaker and Mic

Ultrasonic sound sensors

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Raspberry Pi• Mini Computer• Running GNU/Linux• Specification:

• 700Mhz Processor• 512 MB of RAM• USB Ports• GPIO Pins• Ethernet• Audio Jack

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Block Diagram

Arduino

Raspberry Pi Camera

Motor Control board

Motors

Speaker and Mic

Ultrasonic sound sensors

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How it Works??Grabbing frames

from cameraProcess Each

frameFind position of ball in the frame

If ball is left side of the image, calculate

how much pixels from center, send

this control signals to arduino and vice

versa

Arduino ProcessComands from

Raspberry Pi and sent commands to motor driver

Motor controller board sent PWM

to MotorsMotors

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Grab frames and Process??

• What is a Digital Image• What is Digital Image Processing• How to do color detection using Image

processing• What is the role of python in image

processing• Which library used for image processing

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Open Computer Vision(Open-CV)

• Developed by Intel maintaining by Willogarage , Itseez

• Designed to do real time computer vision• Written in C++ ,support for C,C++,Python,

Java

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How colour tracking code works??

• Colour tracker uses Python wrapper of Open CV

Grabbing frames from

cameraSmoothing BGR->HSV

ThresholdFinding momentsFinding centroid of moments

Compare center pixel of images

and centroid

Send the left and right offset from center to arduino

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How colour tracking code works??

• Demo Code

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How to send commands to arduino??

• Python Serial Port Communication

• >>import serial• >>ser=serial.Serial(‘/dev/ttyUSB0’,57600)• >>ser.write(“L60”)• >>print ser.read();• >>ser.close()

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Working of Arduino Firmware

Initialize Serial Communication

Receive Control Signal from Rpi

NodeSplit Direction

and Value

Scale the value and sent to motor

controller

Receive Distance data from

Ultrasound sensor

Stop rover if obstacle

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Working of Ping Sensor

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How to do communication between nodes??

• What is Robotic Operating System(ROS)• What is ROS and its concepts• ROS Topics, Nodes, ROS Core, ROS

Package

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Communication between nodes??

• Two Nodes• Arduino node and Raspberry Pi node

ROS MasterRaspberry Pi

NodeArduino Node

Camera Arduino

Publish Topic Subscribe Topic

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Speech Processing and AI

• Speech Synthesis : Festival and Pyfestival• Speech Recognition : GStreamer ,Pocket

Sphinx• Artificial Intelligence: AIML and PyAIML• GUI :Qt and PyQT

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Some of the projects !!

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Demo

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Reference●www.opencv.org●www.ros.com●www.arduino.cc

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Questions

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Thanks

Lentin Joseph

www.lentinjoseph.comwww.technolabsz.com