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The Top 23 Deeplabcut Open Source Projects

Open source projects categorized as Deeplabcut
Categories > Deeplabcut
Deeplabcut ⭐ 4,139
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
dependent packages 13total releases 87most recent commit 5 months agopypi deeplabcut} Downloads
Anipose ⭐ 315
🐜🐀🐒🚶 A toolkit for robust markerless 3D pose estimation
total releases 34most recent commit 5 months ago
B Soid ⭐ 172
Behavioral segmentation of open field in DeepLabCut, or B-SOID ("B-side"), is a pipeline that pairs unsupervised pattern recognition with supervised classification to achieve fast predictions of behaviors that are not predefined by users.
total releases 1most recent commit 4 months ago
Amadeusgpt ⭐ 152
[NeurIPS 2023] We turn natural language descriptions of behaviors into machine-executable code
total releases 1most recent commit 6 months ago
Deeplabcut Live ⭐ 150
SDK for running DeepLabCut on a live video stream
dependent packages 1total releases 10most recent commit a year agopypi deeplabcut-live} Downloads
Deeplabcut Workshop Materials ⭐ 125
Workshop material for using DeepLabCut
most recent commit 8 months ago
Dlc2kinematics ⭐ 115
a module for kinematic analysis of deeplabcut outputs
total releases 7most recent commit 6 months ago
Dlcutils ⭐ 112
Various scripts to support deeplabcut and what to do afterwards!
most recent commit a year ago
Docker4deeplabcut2.0 ⭐ 46
Docker container for running DeepLabCut 2.0, 2.1 (linux support only). Now, DLC main supports 2.2+
most recent commit 3 years ago
Deeplabstream ⭐ 45
Closed-loop behavioral experiment toolkit using pose estimation of body parts.
most recent commit a year ago
Napari Deeplabcut ⭐ 44
a napari plugin for labeling and refining keypoint data within DeepLabCut projects
dependent packages 1total releases 14most recent commit 6 months agopypi napari-deeplabcut} Downloads
Replicant ⭐ 36
replicAnt - generating annotated images of animals in complex environments with Unreal Engine
most recent commit 5 months ago
Deeplabcut Live Gui ⭐ 36
GUI to run DeepLabCut on live video feed
total releases 2most recent commit a year ago
Ncams ⭐ 32
Toolbox for using multiple cameras from intrinsic calculations to reconstructing kinematics
most recent commit a year ago
Deeplabcut Core ⭐ 26
Headless DeepLabCut (no GUI support)
most recent commit 3 years ago
Deeplabcut For Speech Production ⭐ 16
Trained deep neural-net models for estimating articulatory keypoints from midsagittal ultrasound tongue videos and front-view lip camera videos using DeepLabCut. This research is by Wrench, A. and Balch-Tomes, J. (2022) (https://www.mdpi.com/1424-8220/22/3/1133) (https://doi.org/10.3390/s22031133).
most recent commit a year ago
Dlc2action ⭐ 16
DLC2Action is an action segmentation package that makes running and tracking of machine learning experiments easy.
most recent commit 7 months ago
Primer Motioncapture ⭐ 14
A Primer on Motion Capture with Deep Learning:Principles, Pitfalls and Perspectives
most recent commit 3 years ago
Omnitrax ⭐ 13
Deep learning-driven multi animal tracking and pose estimation add-on for Blender
most recent commit 6 months ago
Dlc2action_annotation ⭐ 12
Simple vispy-based frame-by-frame behavior annotation GUI. Also can display DeepLabCut poses within videos during annotation.
most recent commit 7 months ago
Dlc2nwb ⭐ 12
Utilities to convert DeepLabCut (DLC), output to/from Neurodata Without Borders (NWB) format.
dependent packages 1total releases 4most recent commit a year agopypi dlc2nwb} Downloads
Alma ⭐ 10
Fully automated (rodent) limb motion analysis toolbox for behavioral analysis with bodypart coordinate data, building upon markerless pose estimation.
most recent commit 7 months ago
Dlc Cajal Course ⭐ 8
Course materials for the Modern Methods for Quantifying Behavior Course!
most recent commit 7 months ago
The 4 Most Depended On Deeplabcut Open Source Projects
Dlc2nwb ⭐ 12
Utilities to convert DeepLabCut (DLC), output to/from Neurodata Without Borders (NWB) format.
dependent packages 1total releases 4latest release January 28, 2022most recent commit a year agopypi dlc2nwb} Downloads
Napari Deeplabcut ⭐ 44
a napari plugin for labeling and refining keypoint data within DeepLabCut projects
dependent packages 1total releases 14latest release October 23, 2023most recent commit 6 months agopypi napari-deeplabcut} Downloads
Deeplabcut Live ⭐ 150
SDK for running DeepLabCut on a live video stream
dependent packages 1total releases 10latest release January 27, 2023most recent commit a year agopypi deeplabcut-live} Downloads
The 10 Latest Releases In Deeplabcut Open Source Projects
Napari Deeplabcut ⭐ 44
a napari plugin for labeling and refining keypoint data within DeepLabCut projects
dependent packages 1total releases 14latest release October 23, 2023most recent commit 6 months agopypi napari-deeplabcut} Downloads
Deeplabcut Live ⭐ 150
SDK for running DeepLabCut on a live video stream
dependent packages 1total releases 10latest release January 27, 2023most recent commit a year agopypi deeplabcut-live} Downloads
Dlc2kinematics ⭐ 115
a module for kinematic analysis of deeplabcut outputs
total releases 7latest release June 07, 2022most recent commit 6 months ago
Dlc2nwb ⭐ 12
Utilities to convert DeepLabCut (DLC), output to/from Neurodata Without Borders (NWB) format.
dependent packages 1total releases 4latest release January 28, 2022most recent commit a year agopypi dlc2nwb} Downloads
Anipose ⭐ 315
🐜🐀🐒🚶 A toolkit for robust markerless 3D pose estimation
total releases 34latest release October 06, 2021most recent commit 5 months ago
Deeplabcut Live Gui ⭐ 36
GUI to run DeepLabCut on live video feed
total releases 2latest release August 05, 2020most recent commit a year ago
Deeplabcut Webapp ⭐ 7
An alpha playground for a web-based labeling tool for DLC
total releases 1latest release March 09, 2020most recent commit 4 years ago
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