Notebook 'ML_Problems_ImageClassification_001.ipynb' contains a tutorial for building and applying ML workflows on animal image trap datasets.
For compressed files 'Dataset_images_mini_day.zip' (~21 MB) and 'Dataset_images_mini_night.zip' (~12 MB) these are the sources for the images:
| Source Name | Link | Project Name |
|---|---|---|
| US Fish & Wildlife Service | https://www.fws.gov/search/images?$keywords=%22deer%22 | USFWS |
| National Park Service | https://www.nps.gov/media/multimedia-search.htm#sort=score+desc&q=deer | NPS |
| Washington Department of Fish & Wildlife | https://wdfw.wa.gov/about/wildlife-reports/2023/dec1-15 | WDFW |
| Wildlife NYC | https://www.nyc.gov/site/wildlifenyc/animals/deer.page | n/a |
| eMAMMAL | https://emammal.si.edu/animal-photos | APR Wildlife Survey Project |
| eMAMMAL | see eMammal link above | Araucaria Biospere Reserve of Southern Chile Wildlife Monitoring |
| eMAMMAL | see eMammal link above | Bellavista Project |
| eMAMMAL | see eMammal link above | Black Rock Forest Carnivore Survey |
| eMAMMAL | see eMammal link above | Blue Ridge Parkway, NC/VA Wildlife Survey Project |
| eMAMMAL | see eMammal link above | British Columbia Parks Wildlife Monitoring Program |
| eMAMMAL | see eMammal link above | Canid Collision Project |
| eMAMMAL | see eMammal link above | Carl Sandburg Home NHS Bear Project |
| eMAMMAL | see eMammal link above | Carnivore Behavior in Westchester County Project |
| eMAMMAL | see eMammal link above | Carnivore Intraguild Interactions in Select Thailand Reserves |
| eMAMMAL | see eMammal link above | Central Cascades Wolverine Study |
| eMAMMAL | see eMammal link above | Crocodile Lake Inventory and Monitoring Project |
| eMAMMAL | see eMammal link above | D.C. Wildlife Project |
| eMAMMAL | see eMammal link above | InkaTerra Tambopata Wildlife: Peru Project |
| eMAMMAL | see eMammal link above | ITAIPU Binacional (Paraguay) Project |
| eMAMMAL | see eMammal link above | LEAF School Project |
| eMAMMAL | see eMammal link above | Mast and Mammals Project |
| eMAMMAL | see eMammal link above | Mecklenburg County Project |
| eMAMMAL | see eMammal link above | Mizzou Eastern Spotted Skunk Project |
| eMAMMAL | see eMammal link above | Monongahela National Forest Wildlife Openings |
| eMAMMAL | see eMammal link above | Montana Ranch Survey |
| eMAMMAL | see eMammal link above | Morona BMAP Camera Trapping Project |
| eMAMMAL | see eMammal link above | Museums Connect Mexico |
| eMAMMAL | see eMammal link above | Museums Connect United States |
| eMAMMAL | see eMammal link above | NCSU Camera Trapping |
| eMAMMAL | see eMammal link above | North Carolina's Candid Critters Project |
| eMAMMAL | see eMammal link above | Okaloosa S.C.I.E.N.C.E. Project |
| eMAMMAL | see eMammal link above | Peperpot Nature Park |
| eMAMMAL | see eMammal link above | Prairie Ridge Project |
| eMAMMAL | see eMammal link above | Przewalski’s Horse and Livestock Resource Use in Hustai National Park |
| eMAMMAL | see eMammal link above | Recreation Effects on Wildlife Project |
| eMAMMAL | see eMammal link above | Smithsonian BioAcoustic Monitoring Project |
| eMAMMAL | see eMammal link above | Seattle Urban Carnivore Project |
| eMAMMAL | see eMammal link above | SE Kansas Biodiversity |
| eMAMMAL | see eMammal link above | Smithsonian Environmental Research Center ForestGEO Project |
| eMAMMAL | see eMammal link above | Smithsonian Grassland Ecology Program |
| eMAMMAL | see eMammal link above | Snapshot USA 2019 |
| eMAMMAL | see eMammal link above | Snapshot USA 2020 |
| eMAMMAL | see eMammal link above | Stone Mountain Trail Building Project |
| eMAMMAL | see eMammal link above | Students Discover North Carolina |
| eMAMMAL | see eMammal link above | Sumaco Cloud Forest Project |
| eMAMMAL | see eMammal link above | The NC Chapter of The Nature Conservancy Preserve Camtraps |
| eMAMMAL | see eMammal link above | Triangle Camera Trap Survey Project |
| eMAMMAL | see eMammal link above | Tyson Research Center ForestGEO Project |
| eMAMMAL | see eMammal link above | University of Kansas Field Station Wildlife Research and Monitoring Project |
| eMAMMAL | see eMammal link above | Urban to Wild Project |
| eMAMMAL | see eMammal link above | Wasatch Wildlife Watch |
| eMAMMAL | see eMammal link above | Washington Urban-Wildland Carnivore Project |
| eMAMMAL | see eMammal link above | Wildlands Red Wolf Survey Project |
| eMAMMAL | see eMammal link above | Woodland Park Zoo: Monitoring Wolverines in the North Cascades |
| eMAMMAL | see eMammal link above | WVU Wildlife and Fisheries Techniques Class Project |
| eMAMMAL | see eMammal link above | Yasuni ForestGEO Project |
| eMAMMAL | see eMammal link above | Zofin ForestGEO Project |