Character Recognition through Gestures using SVM Algorithym

Degree / Diploma Engineering Project

Project code : KL-203

Available : Ready Project | DIY Kit | Online Training
Kits Delivery : 5-7 Working days
Training Duration: 60 Hours (3 members / Project group)

Ready Project :   Rs. 4750
DIY Project Kit :  Rs. 5250
Project Training :Rs. 5500

Details

The main objective of our project  is to develop a Machine Learning based system that uses gestures to perform functions. There are various gesture based applications wherein it need to learn the predefined gestures and also  there is limited functionality. In this project we will develop a system that can be trained to recognize the gestures by performing the SVM library function in Python script. Our main aim to demonstrate this by training our system to recognize letters by the gestures we make in air.

The system design involved an Arduino Board interfaced with an accelerometer / gyroscope MPU6050 series sensor. This sensor can be attached to the user’s hand. The accelerometer sensor will provide motion axis data which input to the microcontroller about the  hands gestured coordinates. A Bluetooth module is also interfaced to the microcontroller which  transfer these data to computer run Python script. The Python algorithm will receive these data through wireless blue tooth transmission and maintain a database to recognize each gesture differently. Once we train the system with the same gesture multiple times it will gather enough data to have an estimate of what the gesture should look like.

 

Hardware Tools

Software Tools

·       Microcontroller- Arduino

·       Bluetooth Module- HC-05

·       Accelerometer- MPU6050

·       LiPo Battery-750mah

·       Push buttons, LEDs

·       Resistors, Diodes, Capacitors

·       GPB - PCB Large

·       Arduino IDE Compiler

·       Programming Language: Arduino IDE / Python

 

DIY Project Kit includes :
  • One set Ready working Project Kit.including all PCBs, Sensors &modules.
  • One set unsoldered PCB + One set loose components to be soldered in PCB, sensors & modules to be used from ready project set.
  • Full Documentation includes a brief project report,circuit diagram, PCB layout, Simulation circuit, Power point presentation &Testing documents etc.
  • All software set up file with programme code file & Hex file.
  • A Brief procedure on project assembelling.
  • A Brief procedure on soldering the components in PCB.
  • A Brief explanation on project testing & working.
  • Micro-controller circuit with PIN explanation.
  • Details on all Major/Minor components of project.
  • Programming Tutorial for more practice on interfacing ofvarious sensors and modules.
READY Project Kit includes :
  • One set Ready working Project Kit.including all PCBs, Sensors & modules.
  • Full Documentation includes a brief project report,circuit diagram, PCB layout, Simulation circuit, Power point presentation & Testing documents etc.
  • All software set up file with programme code file & Hex file.
  • A Brief explanation on project testing &working.
  • Micro-controller circuit with PIN explanation.
  • Details on all Major/Minor components of project.
  • Programming Tutorial for more practice on interfacing of various sensors and modules.
Online Project Training :
  • This online training packages includesall the features offered in DIY Project Kit.
  • One set of DIY Project kits includeing all above mentioned documents.
  • Online project training will be conducted by expert(s) with 25+ years of industrial experienced.
  • One to One interactive training sessons will be held through Team Viewer/Zoom/SkyPe.
  • In and above, the programme consists 60 hours of extensive training sessions.
  • Each sesion will be two hours of time duration in a day during online training.
  • Online training schedule would be optional from 1 day/2 day/3 day in a week.
  • All video conference sessions will be organised separately for each Project / group.
  • One to One interaction &guidance will be provided to each membes in a group.
  • Maximum 3 members per project/group are allowed in online training sessions.
  • The extensive training materials will be provided in time to time during online session.

CONTACT US FOR MORE INFORMATION

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