Computer Vision

Image classification, object detection, and segmentation

2 chapters 6 lessons 64 min total

Image Processing

3 lessons · 28 min
FREE
Digital Images
Pixels, channels, and color spaces
8 min FREE
Filters and Convolutions
Edge detection, blurring, sharpening
10 min
Feature Detection
Corners, edges, and keypoints
10 min

Deep Learning for Vision

3 lessons · 36 min
5 credits
Image Classification
CNN architectures for classification
12 min FREE
Object Detection
YOLO, SSD, and Faster R-CNN
12 min
Image Segmentation
Semantic and instance segmentation
12 min