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RESEARCH :: ARTIFICIAL INTELLIGENCE.

MTECH FINAL YEAR PROJECT

“IMAGE RECOGNITION BY NEURAL NETWORKS”

SOFTWARE USED – VISUAL C++ VERSION 6.0
ALGORITHM USED - BACKPRAPOGATION.
RESULTS -

SUCCESSFUL IDENTIFICATION OF MECHANICAL COMPONENTS
(FILE ATTACHED TO THIS REUME COMPRAMISING FEW PICTURES
RELATED TO SUCCESSFUL IDENTIFICATION)

THREE MAIN ASPECTS
1) IMAGE PROCESSING
2) ARTIFICIAL NEURAL NETWORK
3) CREATION AND UPDATION OF IMAGE DATA BASE.

INETWORK INPUT NODES 160 CREATED
CREATION OF VARIABLE INPUT NETWORK IN TESTING MODE.

PROGRAM HAS BEEN SUCCESSFULLY DEMONSTRATED IN RECOGNISING TRAINED HUMAN FACES.


( PROJECT CAN BE IMPLEMENTED FOR AUTOMISED 3-D MODELLING IN SOLIDWORKS/CATIA)






Small Projects done
1) Programs in vibration analysis in C++
2) Program done for optimization of truck leaf spring costing using Genetic Algorithm using VC++
3) Programs done in C++ for design of miscellaneous mechanical components like Shaft,Gears,Connecting rod,Pulleys with entire stress analysis in VC++

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