1. A central goal of animal ecology is to observe species in the natural world. The cost and challenge of data collection often limit the breadth and scope of ecological study. Ecologists often use image capture to bolster data collection in time and space. However, the ability to process these images remains a bottleneck. 2. Computer vision can greatly increase the efficiency, repeatability, and accuracy of image review. Computer vision uses image features, such as color, shape, and texture to infer image content. 3. I provide a brief primer on ecological computer vision to outline its goals, tools and applications to animal ecology. 4. I reviewed 187 existing applications of computer vision and divided ...
Motion‐activated cameras ("camera traps") are increasingly used in ecological and management studies...
Motion‐activated cameras (“camera traps”) are increasingly used in ecological and management studies...
Motion‐activated cameras (“camera traps”) are increasingly used in ecological and management studies...
1. A central goal of animal ecology is to observe species in the natural world. The cost and challen...
1. A central goal of animal ecology is to observe species in the natural world. The cost and challen...
1. A central goal of animal ecology is to observe species in the natural world. The cost and challen...
The rapid rise of Artificial Intelligence (AI) methods has presented new opportunities for those who...
The rapid rise of Artificial Intelligence (AI) methods has presented new opportunities for those who...
Earth provides shelter to more than 8.7 million species, when confronted with accelerating extinctio...
Earth provides shelter to more than 8.7 million species, when confronted with accelerating extinctio...
Earth provides shelter to more than 8.7 million species, when confronted with accelerating extinctio...
The rapid rise of Artificial Intelligence (AI) methods has presented new opportunities for those who...
In the field of ecology, counting of animals to estimate population size and prey abundance is impor...
1.Images are resourceful data for ecologists and can provide a more complete information than other ...
Data collection is an essential, but time-consuming procedure in ecological research. An algorithm w...
Motion‐activated cameras ("camera traps") are increasingly used in ecological and management studies...
Motion‐activated cameras (“camera traps”) are increasingly used in ecological and management studies...
Motion‐activated cameras (“camera traps”) are increasingly used in ecological and management studies...
1. A central goal of animal ecology is to observe species in the natural world. The cost and challen...
1. A central goal of animal ecology is to observe species in the natural world. The cost and challen...
1. A central goal of animal ecology is to observe species in the natural world. The cost and challen...
The rapid rise of Artificial Intelligence (AI) methods has presented new opportunities for those who...
The rapid rise of Artificial Intelligence (AI) methods has presented new opportunities for those who...
Earth provides shelter to more than 8.7 million species, when confronted with accelerating extinctio...
Earth provides shelter to more than 8.7 million species, when confronted with accelerating extinctio...
Earth provides shelter to more than 8.7 million species, when confronted with accelerating extinctio...
The rapid rise of Artificial Intelligence (AI) methods has presented new opportunities for those who...
In the field of ecology, counting of animals to estimate population size and prey abundance is impor...
1.Images are resourceful data for ecologists and can provide a more complete information than other ...
Data collection is an essential, but time-consuming procedure in ecological research. An algorithm w...
Motion‐activated cameras ("camera traps") are increasingly used in ecological and management studies...
Motion‐activated cameras (“camera traps”) are increasingly used in ecological and management studies...
Motion‐activated cameras (“camera traps”) are increasingly used in ecological and management studies...