[CVPR2020] Adversarial Latent Autoencoders

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"

FFCV: Fast Forward Computer Vision (and other ML workloads!)

The author's officially unofficial PyTorch BigGAN implementation.

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

🎵 🌈 Real-time LED strip music visualization using Python and the ESP8266 or Raspberry Pi

"Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

Graph Neural Networks with Keras and Tensorflow 2.

SMPL-X

Collection of common code that's shared among different research projects in FAIR computer vision team.

Official Pytorch implementation of the preprint paper "Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos", in arXiv:2010.11800.

Demo for the "Talking Head Anime from a Single Image."

Expressive Body Capture: 3D Hands, Face, and Body from a Single Image

Code Repository for CVPR 2023 Paper "PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360 degree"

[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

An end-to-end library for editing and rendering motion of 3D characters with deep learning [SIGGRAPH 2020]

Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

This is an official implementation of our CVPR 2020 paper "HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation" (https://arxiv.org/abs/1908.10357)

Generative Adversarial Transformers

GANs with spectral normalization and projection discriminator

[SIGGRAPH 2022 Journal Track] AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars

Implementation of ConvMixer for "Patches Are All You Need? 🤷"

VMZ: Model Zoo for Video Modeling

The implementation of an algorithm presented in the CVPR18 paper: "Detect-and-Track: Efficient Pose Estimation in Videos"

Spherical CNNs

Experiments for understanding disentanglement in VAE latent representations

LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking