Intermediate
Computer Vision
"Teaching machines to see"
0 of 7 lessons complete0%
1
Images as Numbers
Every photo is just a giant spreadsheet of pixel values
5 minLessonVisual
2
Data Augmentation for Images
Teaching a child to recognize a chair from every angle and in every light
6 minLesson
3
Object Detection
Drawing boxes around everything you see in a photo and labeling them
Interview10 minLessonVisual
4
Segmentation: Pixel-level Understanding
Coloring in every pixel by category: this is sky, this is person, this is car
Interview9 minLessonVisual
5
GANs: Making Synthetic Images
A forger and a detective training each other to get better
Interview12 minLessonVisual
6
Diffusion Models: Stable Diffusion and DALL-E
Slowly adding noise to a photo then learning to reverse it
Interview12 minLessonVisual
7
Build an Image Classifier
Is this a hot dog or not?
Interview20 minLessonGame