Author

Zhengpeng Feng

Department of Computer Science and Technology, University of Cambridge, Cambridge, UK;Primary ORCID profile (0009-0007-6994-0753 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Zhengpeng FengiD1 paper · University of Cambridge

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Assay:imaging· 1

Frequent Co-Authors

Adison Altamirano· 1 shared Adnan Firoze· 1 shared Alejandro Miranda· 1 shared Andrew Jansen· 1 shared Arthur Ouaknine· 1 shared Ben G. WeinsteiniD· 1 shared Benjamin Wagner· 1 shared Blas Mola-Yudego· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperEcology

Adison Altamirano

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1 paper

Recent·Most cited

MillionTrees: A global benchmark for tree detection across geography, sensor, and annotation geometry

Ben G. Weinstein, Josh Veitch-Michaelis, Matt J. Allen, Adison Altamirano, Sarah Anacleto, Rasmus Astrup, James G. C. Ball, Hugo Baudchon, Sara Beery, Stephanie A. Bohlman, John Brandt, Myriam Cloutier, Simon-Olivier Duguay, Jessica Ertel, Zhengpeng Feng, , Ethan P. White

The paper introduces MillionTrees, a global benchmark dataset for airborne tree detection, showing that current models struggle to generalize across diverse data and that training on MillionTrees improves performance.

bioRxiv · Nov 2, 2026 · PreprintEcology