Animal Scanner: Software for classifying humans, animals, and empty frames in camera trap images
Sign Up to like & getrecommendations! Published in 2019 at "Ecology and Evolution"
DOI: 10.1002/ece3.4747
Abstract: Abstract Camera traps are a popular tool to sample animal populations because they are noninvasive, detect a variety of species, and can record many thousands of animal detections per deployment. Cameras are typically set to… read more here.
Keywords: camera trap; software; empty frames; trap images ... See more keywords
A deep active learning system for species identification and counting in camera trap images
Sign Up to like & getrecommendations! Published in 2020 at "Methods in Ecology and Evolution"
DOI: 10.1111/2041-210x.13504
Abstract: A typical camera trap survey may produce millions of images that require slow, expensive manual review. Consequently, critical conservation questions may be answered too slowly to support decision‐making. Recent studies demonstrated the potential for computer… read more here.
Keywords: camera trap; active learning; camera; trap images ... See more keywords
Identifying Animals in Camera Trap Images via Neural Architecture Search
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/8615374
Abstract: Wild animals are essential for ecosystem structuring and stability, and thus they are important for ecological research. Since most wild animals have high athletic or concealable abilities or both, it is used to be relatively… read more here.
Keywords: network; trap images; camera; camera trap ... See more keywords
Moth Detection from Pheromone Trap Images Using Deep Learning Object Detectors
Sign Up to like & getrecommendations! Published in 2020 at "Agriculture"
DOI: 10.3390/agriculture10050170
Abstract: Diverse pheromones and pheromone-based traps, as well as images acquired from insects captured by pheromone-based traps, have been studied and developed to monitor the presence and abundance of pests and to protect plants. The purpose… read more here.
Keywords: insects; detection; deep learning; pheromone trap ... See more keywords