VIKAS.pptx
- 2. MEWAT ENGINEERING COLLEGE WQF PALLA NAME = VIKAS ROLL NO. = 20CSB056 BRANCH = CSE , 5TH SEM Guided by Sudhir dawra TOPIC OPENCV AND THEIR MODULES
- 4. OPENCV is a open source programming library with real time computer vision capabilities . The OPENCV stands for open source computer & it is used for computer vision & machine learning the algorithms that are used in the library include libraries for detecting faces, identifying objects the library was initially a project that was created by INTEL back in 2001 & has Since then moved to an open source Library & in this Library there are over 2500 vision & Machine Learning that can be used
- 5. BSD low restriction type of license for open source software that does not put requirements on redistribution . It is free for both academic & commericial use . PEOPLE COMMUNITY
- 7. This module used for :- Basic core function , Data structure , functionality to other modules , Basic Operations important for proving functionality to other modules . It supported to other modules for calculations.
- 8. This module is used for:- Images Processing , Color Spaces , Geometrical transforms , image filtering
- 10. This module is used for :- 1.Deep neural network (DNN) 2.API for new Layers creation 3.Set of built usefull Layers 4.Api to construct & modify neural networks form Layers 5.Functionality for loading serialized networks module
- 11. This module is used for :- • Regression task • Clustering task in images , anomaly detection • Classsification of Images
- 13. This module is used for:- •Video analyses including background subtraction •motion estimation •object tracking algorithms
- 16. This module is used for :- • Create and manipulate windows that can display images • Add trackbars to the windows , Keyboard commands & handle mouse events
- 18. This module is used for:- 2D features framework . This module includes feature detection , descriptors & descriptor matches
- 20. A high level UI module:- Fast Library for Approximate Nearest Neighours (FLANN) Collection of algorithms that are highly suited for fast nearst – neighbor searches .
- 22. This module is used for :- Implements a stitching pipeline that performs automatic panoramic image stitching .
- 24. This module is used for :- Shape distance & matching , can be used for shape matching , retrieval or Comparisons
- 26. This module is used for :- 3D visualizer – display widgets that provide several methods to interact with scenes and widgets.
- 28. Detection of objects of objects & instances of predefined classes Eg:- Faces , Eyes , People