Character Motion Animation ML Frameworks

Deep learning frameworks for generating, transferring, and editing character motion and animation. Includes keypoint-based animation, motion retargeting, and articulated body animation. Does NOT include general video processing, pose estimation without animation generation, or static image manipulation.

There are 33 character motion animation frameworks tracked. 2 score above 50 (established tier). The highest-rated is pypose/pypose at 62/100 with 1,513 stars and 21,895 monthly downloads.

Get all 33 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	pypose/pypose A library for differentiable robotics on manifolds.	62	Established	1,513	Python
2	MarcoForte/FBA_Matting Official repository for the paper F, B, Alpha Matting	55	Established	493	Jupyter Notebook
3	snap-research/articulated-animation Code for Motion Representations for Articulated Animation paper	46	Emerging	1,276	Jupyter Notebook
4	dyelax/Adversarial_Video_Generation A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond...	44	Emerging	746	Python
5	foamliu/Deep-Image-Matting Deep Image Matting	44	Emerging	990	Python
6	DeepMotionEditing/deep-motion-editing An end-to-end library for editing and rendering motion of 3D characters with...	42	Emerging	1,696	Python
7	rundiwu/2D-Motion-Retargeting PyTorch implementation for our paper Learning Character-Agnostic Motion for...	41	Emerging	475	Python
8	PeizhuoLi/neural-blend-shapes An end-to-end library for automatic character rigging, skinning, and blend...	40	Emerging	700	Python
9	anilbas/3DMMasSTN MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into...	40	Emerging	285	Matlab
10	tteepe/GaitGraph Official repository for "GaitGraph: Graph Convolutional Network for...	38	Emerging	109	Python
11	ZumoLabs/zpy Synthetic data for computer vision. An open source toolkit using Blender and Python.	35	Emerging	321	Python
12	google/retiming Code for "Layered Neural Rendering for Retiming People in Video."	34	Emerging	177	Python
13	Westlake-AI/MogaNet [ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network	34	Emerging	268	Jupyter Notebook
14	AliaksandrSiarohin/monkey-net Animating Arbitrary Objects via Deep Motion Transfer	32	Emerging	477	Python
15	jrcalgo/generative-mouse-trajectories GAN-based imitation learning of user mouse movements	32	Emerging	7	Rust
16	MoritzKappel/HF-NHMT Official PyTorch Implementation of 'High-Fidelity Neural Human Motion...	31	Emerging	87	Python
17	wein98/webapp-first-order-motion This repository contains the source code for the paper First Order Motion...	28	Experimental	7	Jupyter Notebook
18	MMehdiMousavi/SuperCaustics Real-time, open-source simulation of transparent objects for deep learning...	27	Experimental	59	Python
19	UPC-ViRVIG/pymotion A Python library for working with motion data in numpy or PyTorch	26	Experimental	62	Python
20	kuksindo/GenoViewPython-MotionMatching 🤖 Implement motion matching in Python using GenoViewPython for efficient...	25	Experimental	3	Python
21	DK-Jang/MOCHA_SIGASIA2023 Official implementation for "MOCHA: Real-Time Motion Characterization via...	25	Experimental	25	Python
22	LukasHedegaard/continual-skeletons Official codebase for "Online Skeleton-based Action Recognition with...	25	Experimental	29	Python
23	fabioo29/physio-motion-transfer Official repo for Physio Motion Transfer "A Deep Learning approach for human...	24	Experimental	3	JavaScript
24	JizhiziLi/matting-survey Deep Image Matting: A Comprehensive Survey	24	Experimental	201	—
25	mrbid/FaceTo3D Attempts to take an image of a face and convert it to a 3D head.	23	Experimental	2	C
26	AxisCommunications/blenderset-addon Blenderset is tool for creating synthetic training data using blender. It...	21	Experimental	10	Python
27	dolphin-in-a-coma/sssumo The repository for the article "SSSUMO: Real-Time Semi-Supervised...	21	Experimental	2	Jupyter Notebook
28	hpc203/image-retouching-opencv-dnn 使用OpenCV部署图像修饰，包含C++和Python两个版本的程序	19	Experimental	10	C++
29	HPAI-BSC/SuSy SuSy is a Spatial-Based Synthetic Image Detection and Recognition Model,...	16	Experimental	4	Python
30	Andrewinc9720/MoCA 🛠️ Develop scalable 3D models using Mixture-of-Components Attention for...	14	Experimental	—	—
31	Galleonromanpace289/MoGA 🎥 Generate long videos with advanced Mixture-of-Groups Attention, improving...	14	Experimental	—	—
32	abhaskumarsinha/KMT A Keras-based motion transfer model leveraging first-order Jacobian-based...	13	Experimental	2	Jupyter Notebook
33	abs711/Optimizing-representations-for-gait-generation Using encoder-decoder neural networks to learn representations of personal...	12	Experimental	3	—