AL-701 Computer Vision Notes
5 notes for Computer Vision, unit by unit.
Notes for AL-701
- Unit 1 · Short notes Introduction to Computer Vision Introduction to computer vision · Introduction to images · Image Processing vs Computer Vision · Problems in Computer Vision · Basic image operations · Mathematical operations on images: datatype conversion
- Unit 2 · Short notes Binary Image Processing Binary image processing · Thresholding · Erosion · Dilation · Opening and closing · Connected component analysis
- Unit 3 · Short notes Image Enhancement and Filtering Image enhancement and filtering · Color spaces · Color transforms · Histogram equalization · Advanced histogram equalization (CLAHE) · Color adjustment using curves
- Unit 4 · Short notes Image Gradients and Edge Detection Introduction to image gradients · First order derivative filters · Second order derivative filters · Edge detection · Image segmentation and recognition · Image classification
- Unit 5 · Short notes Applications of Computer Vision Gesture recognition · Motion estimation and object tracking · Face detection · Deep learning with OpenCV
More for AL-701
Other 7th semester AIML subjects
- AL-702 (A) AI in Gaming
- AL-702 (B) Advance Machine Learning
- AL-702 (C) Predictive Analytics
- AL-702 (D) Machine Learning for Data Science
- AL-703 (A) Compiler Design
- AL-703 (B) Augmented and Virtual Reality
- AL-703 (C) Agile Software Development
- AL-703 (D) Internet and Web Technology
- AL-705 Skill Development Lab