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Camera Trapping + ML Benjamin C. Evans Dr. Allan Tucker Brunel - PowerPoint PPT Presentation

Mar 15, 2023 •299 likes •427 views

Camera Trapping + ML Benjamin C. Evans Dr. Allan Tucker Brunel University London Dr. Chris Carbone Instute of Zoology @ ZSL Camera Trapping? Automacally triggered cameras Triggers include Infrared (most common) Tripwire Timer

  1. Camera Trapping + ML Benjamin C. Evans

  2. Dr. Allan Tucker Brunel University London Dr. Chris Carbone Ins�tute of Zoology @ ZSL

  3. Camera Trapping? Automa�cally triggered cameras Triggers include Infrared (most common) Tripwire Timer Medium to large mammals

  5. "camera trap" since 1995 (Web of Knowledge by Category, 2019)

  6. "camera trap" since 1995 (Web of Knowledge by Year, 2019)

  7. Labeling Time consuming Borneo: 1 month study - 3 months labeling. (Oliver Wearne, IoZ) Ci�zen Science Snapshot Serenge�: 225 camera traps, 1.2 million images 28,000 users (h�ps:/ /www.nature.com/ar�cles/sdata201526)

  8. Classifica�on Pre�y much done Same problems as general study (background)

  9. Object Detec�on Mul�ple in image Speed of movement between images...

  11. Future Images (Convolu�on) + Image Metadata (Time, Loca�on etc.) Baysien deep learning (Chances of seeing an Owl in Africa) Movement analysis (Help with classifica�on?) - assist in analysing ac�vity and health.

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