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Machine learning to classify animal species in camera trap images: applications in ecology
View ORCID ProfileMichael A. Tabak, Mohammed S. Norouzzadeh, David W. Wolfson, Steven J. Sweeney, Kurt C. VerCauteren, Nathan P. Snow, Joseph M. Halseth, Paul A. Di Salvo, Jesse S. Lewis, Michael D. White, Ben Teton, James C. Beasley, Peter E. Schlichting, Raoul K. Boughton, Bethany Wight, Eric S. Newkirk, Jacob S. Ivan, Eric A. Odell, Ryan K. Brook, Paul M. Lukacs, Anna K. Moeller, Elizabeth G. Mandeville, Jeff Clune, Ryan S. Miller
doi: https://doi.org/10.1101/346809
Michael A. Tabak
1Center for Epidemiology and Animal Health; United States Department of Agriculture; 2150 Centre Ave., Bldg B, Fort Collins, CO 80526
2Department of Zoology and Physiology; University of Wyoming; 1000 E. University Ave., Laramie, WY 52071
Mohammed S. Norouzzadeh
3Computer Science Department; University of Wyoming; 1000 E. University Ave., Laramie, WY 52071
David W. Wolfson
1Center for Epidemiology and Animal Health; United States Department of Agriculture; 2150 Centre Ave., Bldg B, Fort Collins, CO 80526
Steven J. Sweeney
1Center for Epidemiology and Animal Health; United States Department of Agriculture; 2150 Centre Ave., Bldg B, Fort Collins, CO 80526
Kurt C. VerCauteren
4National Wildlife Research Center; United States Department of Agriculture; 4101 Laporte Ave., Fort Collins, CO 80521
Nathan P. Snow
4National Wildlife Research Center; United States Department of Agriculture; 4101 Laporte Ave., Fort Collins, CO 80521
Joseph M. Halseth
4National Wildlife Research Center; United States Department of Agriculture; 4101 Laporte Ave., Fort Collins, CO 80521
Paul A. Di Salvo
1Center for Epidemiology and Animal Health; United States Department of Agriculture; 2150 Centre Ave., Bldg B, Fort Collins, CO 80526
Jesse S. Lewis
5College of Integrative Sciences and Arts; Arizona State University; 66307 South Backus Mall, Mesa, AZ 85212
Michael D. White
6Tejon Ranch Conservancy, 1037 Bear Trap Rd, Lebec, CA, 93243
Ben Teton
6Tejon Ranch Conservancy, 1037 Bear Trap Rd, Lebec, CA, 93243
James C. Beasley
7University of Georgia, Savannah River Ecology Laboratory, Warnell School of Forestry and Natural Resources, PO Drawer E, Aiken, SC 29802, USA
Peter E. Schlichting
7University of Georgia, Savannah River Ecology Laboratory, Warnell School of Forestry and Natural Resources, PO Drawer E, Aiken, SC 29802, USA
Raoul K. Boughton
8Range Cattle Research and Education Center; Wildlife Ecology and Conservation; University of Florida; 3401 Experiment Station, Ona, Florida 33865
Bethany Wight
8Range Cattle Research and Education Center; Wildlife Ecology and Conservation; University of Florida; 3401 Experiment Station, Ona, Florida 33865
Eric S. Newkirk
9Colorado Parks and Wildlife; 317 W. Prospect Rd., Fort Collins, CO 80526
Jacob S. Ivan
9Colorado Parks and Wildlife; 317 W. Prospect Rd., Fort Collins, CO 80526
Eric A. Odell
9Colorado Parks and Wildlife; 317 W. Prospect Rd., Fort Collins, CO 80526
Ryan K. Brook
10Department of Animal and Poultry Science; University of Saskatchewan; 5 Campus Drive, Saskatoon, SK, Canada S7N 5A8
Paul M. Lukacs
11Wildlife Biology Program, Department of Ecosystem and Conservation Sciences; W.A. Franke College of Forestry and Conservation; University of Montana; 32 Campus Drive, Missoula, MT 59812
Anna K. Moeller
11Wildlife Biology Program, Department of Ecosystem and Conservation Sciences; W.A. Franke College of Forestry and Conservation; University of Montana; 32 Campus Drive, Missoula, MT 59812
Elizabeth G. Mandeville
2Department of Zoology and Physiology; University of Wyoming; 1000 E. University Ave., Laramie, WY 52071
Jeff Clune
3Computer Science Department; University of Wyoming; 1000 E. University Ave., Laramie, WY 52071
Ryan S. Miller
1Center for Epidemiology and Animal Health; United States Department of Agriculture; 2150 Centre Ave., Bldg B, Fort Collins, CO 80526
Article usage
Posted June 13, 2018.
Machine learning to classify animal species in camera trap images: applications in ecology
Michael A. Tabak, Mohammed S. Norouzzadeh, David W. Wolfson, Steven J. Sweeney, Kurt C. VerCauteren, Nathan P. Snow, Joseph M. Halseth, Paul A. Di Salvo, Jesse S. Lewis, Michael D. White, Ben Teton, James C. Beasley, Peter E. Schlichting, Raoul K. Boughton, Bethany Wight, Eric S. Newkirk, Jacob S. Ivan, Eric A. Odell, Ryan K. Brook, Paul M. Lukacs, Anna K. Moeller, Elizabeth G. Mandeville, Jeff Clune, Ryan S. Miller
bioRxiv 346809; doi: https://doi.org/10.1101/346809
Machine learning to classify animal species in camera trap images: applications in ecology
Michael A. Tabak, Mohammed S. Norouzzadeh, David W. Wolfson, Steven J. Sweeney, Kurt C. VerCauteren, Nathan P. Snow, Joseph M. Halseth, Paul A. Di Salvo, Jesse S. Lewis, Michael D. White, Ben Teton, James C. Beasley, Peter E. Schlichting, Raoul K. Boughton, Bethany Wight, Eric S. Newkirk, Jacob S. Ivan, Eric A. Odell, Ryan K. Brook, Paul M. Lukacs, Anna K. Moeller, Elizabeth G. Mandeville, Jeff Clune, Ryan S. Miller
bioRxiv 346809; doi: https://doi.org/10.1101/346809
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