AI — Models & Research

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Formal & Physical Sciences AI — Models & Research
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FORMATION DEEP LEARNING COMPLETE (2021)

Guillaume Saint-Cirgue
30 min
5/5
Deep LearningNeural NetworksMachine Learning
Formal & Physical Sciences AI — Models & Research
EN

Bayesian Networks independence I

Machine Learning Concepts
10 min
4/5
Bayesian NetworksConditional IndependenceProbability Theory
Formal & Physical Sciences AI — Models & Research
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Simple Stereo | Camera Calibration

Shree Nayar
16 min
5/5
Stereo VisionCamera CalibrationDepth Estimation
Applied Sciences & Engineering AI — Models & Research
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Machine Learnia, La suite commence ici.

Machine Learnia, The sequel starts here.

Guillaume Saint-Cirgue
12 min
3/5
Machine LearningDeep LearningData Science
Formal & Physical Sciences AI — Models & Research
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Depth from Focus | Depth from Defocus

Shree Nayar
19 min
5/5
Depth From FocusFocal StackFocus Measure
Formal & Physical Sciences AI — Models & Research
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Depth from Defocus | Depth from Defocus

Shree Nayar
19 min
5/5
Depth From DefocusComputer VisionComputational Imaging
Formal & Physical Sciences AI — Models & Research
EN

Lambertian Case | Photometric Stereo

Shree Nayar
18 min
5/5
Photometric StereoLambertianComputer Vision
Formal & Physical Sciences AI — Models & Research
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Support Vector Machine | Face Detection

Shree Nayar
14 min
4/5
Support Vector MachineFace DetectionComputer Vision
Formal & Physical Sciences AI — Models & Research
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SIFT Descriptor | SIFT Detector

Shree Nayar
10 min
5/5
SIFTComputer VisionFeature Matching
Formal & Physical Sciences AI — Models & Research
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Hough Transform | Boundary Detection

Shree Nayar
21 min
5/5
Hough TransformComputer VisionEdge Detection
Formal & Physical Sciences AI — Models & Research
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Detecting Blobs | SIFT Detector

Shree Nayar
14 min
5/5
Computer VisionBlob DetectionLaplacian of Gaussian
Formal & Physical Sciences AI — Models & Research
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Corner Detection | Edge Detection

Shree Nayar
14 min
5/5
Corner DetectionHarris Corner DetectorComputer Vision
Formal & Physical Sciences AI — Models & Research
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Active Contours | Boundary Detection

Shree Nayar
18 min
5/5
Active ContoursSnakesComputer Vision
Formal & Physical Sciences AI — Models & Research
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Geometric Properties | Binary Images

Shree Nayar
18 min
5/5
Computer VisionBinary ImagesImage Moments
Formal & Physical Sciences AI — Models & Research
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Wide Angle Cameras | Image Formation

Shree Nayar
23 min
5/5
Computer VisionWide-Angle ImagingFisheye Lens
Formal & Physical Sciences AI — Models & Research
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Topics Covered | Introduction

Shree Nayar
17 min
4/5
Computer VisionImage Processing3D Reconstruction
Formal & Physical Sciences AI — Models & Research
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VC dimension I

Dr. Eitan Farchi (IBM)
14 min
4/5
VC DimensionMachine LearningShattering