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Annolid is an annotation and instance segmentation-based multiple animal tracking and behavior analysis package. Annolid treats keypoints-based pose estimation as a special case of instance segmentation. Instance mask area and perimeter can be tracked, as well as keypoints. Read more here

Ceed is a Python based application to help run in-vitro experiments that optically stimulates brain slices and records their activity. Read more here

Filers2 is a tool that can play and record video from webcams and other media sources.

It supports playing typical USB-WebCams and webstreams. It can also play from cameras such the Flir or Thor scientific cameras. Read more here

Glitter2 is an application for coding and analysing behavioral data from videos.

It supports coding events with event channels, spatial tracking with position channels, and static zones with zone channels. Read more here

PyMoa is a framework for describing and running experiments using local or remote devices.

It is composed of stages that determine the flow of an experiment, devices that interface with arbitrary hardware or software devices, loggers that automatically log all stage or device state changes, and executors that can run arbitrary devices on different threads, process, or even remote servers such as on a Raspberry-pi with minimal code changes. Read more here

Sapicore is a spiking neural network (SNN) simulator, built with PyTorch and designed for neuroscience-inspired models with realistic architectures and dynamics. Read more here

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