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Free public beta until December 4, 2026: every course is open, no card needed. After that, the first chapter of each course stays free and full access is a one-time $39 ($19 for up to 100 founding members chosen for helpful feedback). Your progress is kept. How the beta works

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Feature matching

taught

Matching a descriptor to its nearest neighbor by Euclidean distance, and Lowe's ratio test for rejecting an ambiguous match before it ever reaches a downstream model fit.

Taught in

Requires

Required by

Local knowledge map

Local knowledge map

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Solid arrows are required prerequisites; dashed are recommended or helpful. Lower rows are more foundational. Click any box to jump to that concept.