computer vision with deep learning

Computer Vision with Deep Learning

An introduction to solving computer vision problems with Deep Learning

Manish Shivanandhan,Machine Learning Engineer, Adappt Ltd.

http://www.manishshivanandhan.com/

About Me

Dropout, Consultant, Data Scientist

Adappt Ltd - Clients include WHO & Curation

Speaker on Web/Machine Learning/Deep Learning Topics

Agenda

Introduction to Deep Learning

Applications of Deep Learning

Solving a computer vision problem

Deep LearningThe art of learning patterns with Neural Networks

X 0 1 2 3 4 5

Y 0 1 4 9 16 25

F(x) = Y = X**2

● Classification, Regression● Supervised, Unsupervised, Reinforcement

Machine Learning Primer

Why Neural Networks?

Amazingly high level of accuracy - Large Data sets needed

Efficient learning models - High processing power

Works only on complex data sets - Fails in simpler cases

Case Study - PRISMA

Applications

Computer Vision - Pattern recognition in images

Creative - Generating text/music/speech

Healthcare - Finding cure for diseases

Computer Vision

Questions?

References & Resources

http://natureofcode.com/

http://neuralnetworksanddeeplearning.com/

https://www.udacity.com/course/deep-learning--ud730http://rodrigob.github.io/

https://www.kaggle.com/

Machine Learning & Deep Learning Community - MLDLC

www.mldlc.xyz

Cheers!manishshivanandhan@gmail.comwww.manishshivanandhan.com