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Machine Learning


Supervised Learning

Here are cats:

cat1 cat2 cat3

Here are dogs:

dog1 dog2 dog3

Computer: Is this a cat or a dog?

catdog

Unsupervised learning

Here are pictures of animals:

cat1 cat3 dog1 dog2 cat dog3

Computer: Group similar ones

Pointy ears:

cat1 cat3 dog2

Floppy ears:

dog1 dog3 cat

Notes: Computer has no concept of ear shapes, it just groups similar images together.

Reinforcement Learning

Super Mario

Transfer Learning

I like this style

Starry Night

Computer: Apply this style to a picture of a cat

Starry Cat

­ Source: https://discuss.pixls.us/t/style-transfer-soon-in-gmic/10009