Engineering reference for Indian students

Machine learning & AI

Computer Vision

5 self-contained study topics — notes, diagrams, formulas, and worked examples for exams and GATE.

Topics

Image Processing Basics
For B.Tech exams, image processing basics is tested for definition plus one direct derivation or numerical; align notation with Tan, Steinbach & Kumar (Introduction to Data Mining).
Feature Extraction
For B.Tech exams, feature extraction is tested for definition plus one direct derivation or numerical; align notation with Tom Mitchell (Machine Learning).
CNN Architectures
For B.Tech exams, cnn architectures is tested for definition plus one direct derivation or numerical; align notation with Bishop (Pattern Recognition and Machine Learning).
Object Detection
For B.Tech exams, object detection is tested for definition plus one direct derivation or numerical; align notation with Goodfellow, Bengio & Courville (Deep Learning).
Image Segmentation
For B.Tech exams, image segmentation is tested for definition plus one direct derivation or numerical; align notation with Tan, Steinbach & Kumar (Introduction to Data Mining).