Mathux

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

awesome-system-design

A curated list of awesome System Design (A.K.A. Distributed Systems) resources.

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

motion-diffusion-model

The official PyTorch implementation of the paper "Human Motion Diffusion Model"

ViTPose

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"

charl-e

Run Stable Diffusion on your M1 Mac

torch-batch-svd

A 100x faster SVD for PyTorch⚡️

teach

Official PyTorch implementation of the paper "TEACH: Temporal Action Compositions for 3D Humans"

body-model-visualizer

GUI for visualization and interactive editing of SMPL-family body models ie. SMPL, SMPL-X, MANO, FLAME.

wholebody3d

Official repository of Human3.6M 3D WholeBody (H3WB) dataset

differentiable-blocksworld

[NeurIPS 2023] Code for "Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives"

megapose6d

Code for "MegaPose: 6D Pose Estimation of Novel Objects via Render & Compare", CoRL 2022.

cnos

[ICCV 2023 R6D] PyTorch implementation of CNOS: A Strong Baseline for CAD-based Novel Object Segmentation based on Segmenting Anything and DINOv2

TMR

gigapose

[CVPR 2024] PyTorch implementation of GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence

sinc

Official PyTorch implementation of the paper "SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation"

CoVR

Official PyTorch implementation of the paper "CoVR: Learning Composed Video Retrieval from Web Video Captions".

pizza

[3DV 2022 (Oral)] Pytorch implementation of "PIZZA: A Powerful Image-only Zero-Shot Zero-CAD Approach to 6 DoF Tracking" paper

SCAM

Code for SCAM! Transferring humans between images with Semantic Cross Attention Modulation. Also contains implementation for SPADE, CLADE, SEAN and INADE

stmc

Implementation of "Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation" from CVPR Workshop on Human Motion Generation 2024.

LearnableEarthParser

Official Pytorch implementation of the "Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans" paper

FeTrIL

Feature Translation for Exemplar-Free Class-Incremental Learning

AgriITSC

Prototype-based method for agricultural image time series classification.

AMASS-Annotation-Unifier

Unify text-motion datasets (like BABEL, HumanML3D, KIT-ML) into a common motion-text representation.

HoMM

High order Moment Models

EarthParserDataset

Toolbox for the Earth Parser Dataset, a dataset presented in the "Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans" paper

utilsCIL

utility functions for CIL

imagelistsCIL

Fall

Fast local linear regression with anchor regularization