The Second River | Kitson Maxxing Learning, Book 9 (Maxxing Edition)

Sara Beery, her MIT lab and the work of making computer vision useful in the wild

The full story of Sara Beery's body of work with her MIT lab and partners: camera traps with a month of memory, salmon counting with sonar, elephant re-identification with experts in the loop, choosing models with a few labels, and expert search of nature images. The teams, every method explained properly, every figure attributed, and a full chapter on limits.

Inside:

• Every method, explained properly
• Every figure sourced and dated
• The honest limits, in full
• Timeline, glossary and key papers annotated

The Maxxing Edition: a 54-page professional non-fiction ebook (PDF, 6x9 paperback style) from Kitson Workshop, with a foreword, a dated timeline, a glossary, key papers annotated, and full sources and notes. Companion to Kitson Maxxing Learning, episode 9, on YouTube. Free sample available: the foreword and chapter one.

Independent: written from published papers and institutional sources; not endorsed by the people or organisations named. For educational purposes only; not medical, financial or professional advice.