Embeddings and Image Similarity

By the end of this module you can turn images into embeddings, find similar images with them, and explain why 'similar' means visually similar rather than semantically correct.

Units

1. Unit 09.00: An embedding is a direction, not a description
2. Unit 09.01: Similar, and what it is similar in
3. Unit 09.02: Building a search index over images
4. Unit 09.03: Near-duplicates you did not know you had
5. Unit 09.04: Where similarity search misleads you

Module work

• Activity
• Knowledge check
• Summary