A-Warded
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Computer Vision
Computer Vision
36 lessons across 6 topics
1. Image Formation
1
Camera Intrinsics
2
Color Representation
3
Image Formation Models
4
Image Sampling
5
Lens Distortion
6
Pinhole Camera
2. Image Processing
7
Edge Detection
8
Filtering Implementation
9
Frequency Analysis
10
Image Enhancement
11
Linear Filtering
12
Morphological Ops
3. Feature Detection
13
Blob Detection
14
Corner Detection
15
Descriptor Learning
16
Feature Matching
17
Sift Descriptor
18
Surf And Orb
4. Geometric Vision
19
Camera Calibration
20
Epipolar Geometry
21
Multi-view Fusion
22
Pose Estimation
23
Stereo Vision
24
Structure From Motion
5. Recognition
25
Image Classification
26
Instance Segmentation
27
Object Detection
28
Object Tracking
29
Recognition Systems
30
Semantic Segmentation
6. Advanced Topics
31
3d Deep Learning
32
Deep Vision
33
Deployment
34
Ethics And Safety
35
Generative Models
36
Vision For Robotics