guohengkai

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

LWM

gemma_pytorch

The official PyTorch implementation of Google's Gemma models

Open-AnimateAnyone

Unofficial Implementation of Animate Anyone

ml-fastvit

This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023

LGM

LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation.

magvit

Official JAX implementation of MAGVIT: Masked Generative Video Transformer

rq-vae-transformer

The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)

LooseControl

Lifting ControlNet for Generalized Depth Conditioning

xrslam

OpenXRLab Visual-inertial SLAM Toolbox and Benchmark

Awesome-AIGC-3D

A curated list of awesome AIGC 3D papers

anything_in_anyscene

BakedAvatar

Pytorch Code for "BakedAvatar: Baking Neural Fields for Real-Time Head Avatar Synthesis"

gaussian-mesh-splatting

DriveDreamer

DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving

GALA3D

GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting

OASim

OASim: an Open and Adaptive Simulator based on Neural Rendering for Autonomous Driving

EscherNet

[CVPR2024 Oral] EscherNet: A Generative Model for Scalable View Synthesis

MVDiffusion_plusplus

MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction

porf

(ICLR 2024) PoRF: Pose Residual Field for Accurate Neural Surface Reconstruction

compose-and-conquer

[ICLR 2024] Official repo. for Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis

AToM

Official implementation of `AToM: Amortized Text-to-Mesh using 2D Diffusion`

gigapose

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

Loopy-SLAM

M3DBench

M3DBench introduces a comprehensive 3D instruction-following dataset with support for interleaved multi-modal prompts. Furthermore, M3DBench provides a new benchmark to assess large models across 3D vision-centric tasks.

sanpo_dataset

DynPoint

Context-PIPs

Source code for paper Context-PIPs: Persistent Independent Particles Demands Spatial Context Features, NeurIPS 2023.