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Analysis of Antennal Responses to Motion Stimuli in the Honey Bee by Automated Tracking Using DeepLabCut
Considering recent developments in gene manipulation methods for honey bees, establishing simple and robust assay systems which can analyze...
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Multi-animal pose estimation, identification and tracking with DeepLabCut
Estimating the pose of multiple animals is a challenging computer vision problem: frequent interactions cause occlusions and complicate the...
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Markerless tracking of bumblebee foraging allows for new metrics of bee behavior and demonstrations of increased foraging efficiency with experience
Bumblebees have become model organisms for cognitive ecology and social learning. Quantifying the foraging behavior of free-flying bees, however,...
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Hold it close: male octopus hold their hectocotylus closer to their body
The right third arm of the male octopus is the hectocotylized arm. This arm is modified by anatomy specialized to hold and transfer sperm packets to...
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Using DeepLabCut for 3D markerless pose estimation across species and behaviors
Noninvasive behavioral tracking of animals during experiments is critical to many scientific pursuits. Extracting the poses of animals without using...
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Lateral line ablation by ototoxic compounds results in distinct rheotaxis profiles in larval zebrafish
The zebrafish lateral line is an established model for hair cell organ damage, yet few studies link mechanistic disruptions to changes in...
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Deep learning-based behavioral profiling of rodent stroke recovery
BackgroundStroke research heavily relies on rodent behavior when assessing underlying disease mechanisms and treatment efficacy. Although functional...
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Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools
Contemporary pose estimation methods enable precise measurements of behavior via supervised deep learning with hand-labeled video frames. Although...
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Jump takeoff in a small jum** spider
Jum** in animals presents an interesting locomotory strategy as it requires the generation of large forces and accurate timing. Jum** in...
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Development of a 3D tracking system for multiple marmosets under free-moving conditions
Assessment of social interactions and behavioral changes in nonhuman primates is useful for understanding brain function changes during life events...
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Alternation of social behaviors for zebrafish (Danio rerio) in response to acute cold stress
Low temperature is one of the most common abiotic stresses for aquatic ectotherms. Ambient low temperatures reduce the metabolic rate of teleosts,...
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A Recognition Method of Bactrocera minax (Diptera: Tephritidae) Grooming Behavior via a Multi-Object Tracking and Spatio-Temporal Feature Detection Model
Studying the grooming behavior of Bactrocera minax adults at rest and the behavioral interference among multiple adults can provide a research basis...
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SLEAP: A deep learning system for multi-animal pose tracking
The desire to understand how the brain generates and patterns behavior has driven rapid methodological innovation in tools to quantify natural animal...
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