Fast and accurately characterizing animal behaviors is crucial for neuroscience research. Deep learning models are efficiently used in laboratories for behavior analysis. However, it has not been ...
Here we developed an open-source Python-based library called Python rodent Analysis and Tracking (PyRAT). Our library analyzes tracking data to classify distinct behaviors, estimate traveled distance, ...
Tested on Titan RTX with python 3.7, pytorch 1.8.0, torchvision 0.9.0, CUDA 10.2 / 11.1 and detectron2 v0.5 / v0.6 (try torch 1.9 if it does not work) # UOAIS-Net (RGB-D) + CG-Net (foreground ...
VisionTool is a python toolbox for pose estimation on videos containing actions. It is powered with a simple and intuititive Graphical User Interface (GUI) to allow a complete analysis from annotation ...
Statistical machine learning methods are increasingly used for neuroimaging data analysis. Their main virtue is their ability to model high-dimensional datasets, e.g., multivariate analysis of ...
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