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Computer Vision
Bachelors Program in AI & ML
Explore Computer Vision as part of Bachelors Program in AI & ML. Read the syllabus and available chapters online.
Academic programmeBachelors Program in AI & ML
LevelBachelor
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01
Computer VisionSyllabus
02Foundations Of Computer VisionChapter 1
03Image Formation And Digital RepresentationChapter 2
04Image Processing And EnhancementChapter 3
05Features Descriptors And Classical RecognitionChapter 4
06Geometric Computer Vision And Camera CalibrationChapter 5
07Machine Learning For Visual DataChapter 6
08Deep Learning And Convolutional Neural NetworksChapter 7
09Image Classification And Representation LearningChapter 8
10Object Detection Segmentation And KeypointsChapter 9
11Video Understanding And TrackingChapter 10
12Stereo Depth And 3D VisionChapter 11
13Generative Foundation And Multimodal Vision ModelsChapter 12
14Data Engineering Evaluation And ExperimentationChapter 13
15Vision Systems Deployment And MlopsChapter 14
16Responsible Vision Product Strategy And Emerging DirectionsChapter 15