3. About Me
▶ Shilpa Karkera, CEO & Founder of Myraa Technologies
▶ Blockchain Specialist in Trade Finance | Virtual Reality with HR | Deep
Learning Architect
▶ Runs a passionate team of GOHLCIs (Group of High Learning Curve
Individuals)
▶ We’ve built Classifiers, Recommendation Bots, Financial Parsers used by
over million users. Solving global industrial challenges in India, UK,
Singapore, we created a self-revenue generated ecosystem.
5. AIM & FIRE
▶ AIM VALUE FUNCTION
▶ Detection algorithm over object identification
▶ Improvisation of positional vector with Value Function
▶ V = r(t) + w*r(t+1) + w*w*r(t+2) + ….
▶ AIM & FIRE VALUE FUNCTION
▶ Detection and action trigger on threshold
▶ Value of a state-action pair
▶ Measuring the optimal policy, after executing s(t) times
V( s(t) ) = r(t) + w*V^ ( s(t) )
Q( s(t), a(t) ) = r(t) + w*max Q( s(t+1), a)
a
6. WHAT THE DRAGON NEEDS TO
IMPROVING ON?
FIRING WITH ACCURACY OVER THE RIGHT OBJECTS
7. Computer Vision
DRAGON LEARNS TO AIM
• RGB extraction
• Positional
Vectors
• Noise
Elimination
Image
Extraction
• Segmentation
• Convolutional
Neural network
Deep Net
Training
• Labelling
• Model
Averaging
• Bounding Box
Regression
Context
Modelling