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. 2022 Feb 9;13:792. doi: 10.1038/s41467-022-27980-y

Fig. 5. Setting a common vocabulary: ecology tasks vs corresponding ones in computer vision.

Fig. 5

Imagery can be used to capture a range of behavioral and ecological data, which can be processed into usable information with ML tools. Aerial imagery (from drones, or satellites for large species) can be used to localize animals and track their movements over time and model the 3D structure of landscapes using photogrammetry. Posture estimation tools allow researchers to estimate animal postures, which can then be used to infer behaviors using clustering algorithms. Finally, computer vision techniques allow for the identification and re-identification of known individuals across encounters.