ePoster · Neuro-Informatics
Automated Research Workflows for Pose Estimation
Chris Brozdowski · Neuromatch 5
Wed, Sep 28, 2022
Advances in computer vision and deep learning have made it possible to gather markerless pose estimation data from consumer-grade cameras. Accessible software tools, such as DeepLabCut, have made it possible to include behavioral pose as one data modality in larger neuroscience projects. Staying at the leading edge of neuroscience requires significant data engineering and computational programming skills to handle day-to-day data operations in order to integrate across multiple modalities, each with separate analysis packages. Together, these increase the data management and synchronization bu