sleap VS DeepLabCut

Compare sleap vs DeepLabCut and see what are their differences.

DeepLabCut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans (by DeepLabCut)
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sleap DeepLabCut
1 12
388 4,316
3.1% 2.0%
8.0 8.6
3 days ago 17 days ago
Python Python
GNU General Public License v3.0 or later GNU Lesser General Public License v3.0 only
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

sleap

Posts with mentions or reviews of sleap. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-15.

DeepLabCut

Posts with mentions or reviews of DeepLabCut. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-15.

What are some alternatives?

When comparing sleap and DeepLabCut you can also consider the following projects:

DeepPoseKit - a toolkit for pose estimation using deep learning

yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

lightweight-human-pose-estimation.pytorch - Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

OpenCV - Open Source Computer Vision Library

Hekate-Toolbox - A toolbox for Hekate

pose-tensorflow - Human Pose estimation with TensorFlow framework

SuperGluePretrainedNetwork - SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

anipose - 🐜🐀🐒🚶 A toolkit for robust markerless 3D pose estimation

c3dpo_nrsfm - C3DPO - Canonical 3D Pose Networks for Non-rigid Structure From Motion.

mmdetection - OpenMMLab Detection Toolbox and Benchmark

ttach - Image Test Time Augmentation with PyTorch!