Gorilla-Lab-SCUT/tango

Stars
141
Rank 258,451 (Top 6 %)
Language
Python
Created almost 2 years ago
Updated 6 months ago

Gorilla-Lab-SCUT/tango

Gorilla-Lab-SCUT

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

[NeurIPS 2022] Official code repository for "TANGO: Text-driven Photorealistic and Robust 3D Stylization via Lighting Decomposition"

TANGO: Text-driven Photorealistic and Robust 3D Stylization via Lighting Decomposition

Yongwei Chen, Rui Chen, Jiabao Lei, Yabin Zhang, Kui Jia

NeurIPS 2022 Spotlight

Paper | Project Page

News

🏆 [Nov 11th 2022] TANGO was selected in NeurIPS spotlight papers.

Installation

Note: You can directly pull the image we uploaded to AliCloud

docker pull registry.cn-shenzhen.aliyuncs.com/baopin/t2m:1.7

System Requirements

Python >=3.7 and <=3.9
CUDA 11
Nvidia GPU with 12 GB ram at least
Open3d >=0.14.1
the package of clip (https://github.com/openai/CLIP)

Train

Call the below shell scripts to generate example styles.

# shoe made of gold
./demo/run_shoe_gold.sh
# vase made of wicker 
./demo/run_vase_wicker.sh
# car made of wood
./demo/run_car_wood_origin.sh
# ...

The outputs will be saved to results/demo

Validate

Call the below shell scripts to generate gif.

# shoe made of gold
./demo/test_shoe_gold.sh
# vase made of wicker 
./demo/test_vase_wicker.sh
# car made of wood
./demo/test_car_wood_origin.sh
# ...

Citation

@inproceedings{ChenChenNeurIPS22,
  title={TANGO: Text-driven Photorealistic and Robust 3D Stylization via Lighting Decomposition},
  author={Yongwei Chen and Rui Chen and Jiabao Lei and Yabin Zhang and Kui Jia},
  booktitle={Proceedings of the Neural Information Processing Systems (NeurIPS)},
  year={2022}
}

Fantasia3D

(ICCV2023) official repository for "Fantasia3D: Disentangling Geometry and Appearance for High-quality Text-to-3D Content Creation"

frustum-convnet

The PyTorch Implementation of F-ConvNet for 3D Object Detection

VISTA

This repo presents you the official code of "VISTA: Boosting 3D Object Detection via Dual Cross-VIew SpaTial Attention"

DADA-AAAI2020

Code release for Discriminative Adversarial Domain Adaptation (AAAI2020).

SSTNet

Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks

HelixSurf

official implementation of "HelixSurf: A Robust and Efficient Neural Implicit Surface Learning of Indoor Scenes with Iterative Intertwined Regularization"

SymNets

The official project for CVPR19 paper: Domain-Symmetric Networks for Adversarial Domain Adaptation

SRDC-CVPR2020

Code release for Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering (CVPR2020-Oral).

SkeletonBridgeRecon

The code for CVPR2019 Oral paper "A Skeleton-bridged Deep Learning Approach for Generating Meshes of Complex Topologies from Single RGB Images"

AffordanceNet

MultiClassDA

TPAMI2020 "Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice"

AnalyticMesh

An Efficient Implementation of Analytic Mesh Algorithm for 3D Iso-surface Extraction from Neural Networks

Visual-Auditory-Fusion-Perception

广东省“珠江人才计划”——服务机器人智能引擎平台

SkeletonNet

Code and datasets for TPAMI 2021 "SkeletonNet: A Topology-Preserving Solution for Learning Mesh Reconstruction of Object Surfaces from RGB Images "

TTAC

[NeurIPS 2022] Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering

DualPoseNet

Code for "DualPoseNet: Category-level 6D Object Pose and Size EstimationUsing Dual Pose Network with Refined Learning of Pose Consistency"

SCUTSurface-code

SS-Conv

Code for "Sparse Steerable Convolutions: An Efficient Learning of SE(3)-Equivariant Features for Estimation and Tracking of Object Poses in 3D Space"

LPDC-Net

CVPR2021 paper "Learning Parallel Dense Correspondence from Spatio-Temporal Descriptorsfor Efficient and Robust 4D Reconstruction"

GPNet

MetaFGNet

The source code of the ECCV 2018 paper: Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data

GeoA3

Code for Geometry-Aware Generation of Adversarial Point Clouds

Label-Propagation-with-Augmented-Anchors

A2LP for short, ECCV2020 spotlight, Investigating SSL principles for UDA problems

PartNet

The source code for the TMM paper: Part-Aware Fine-grained Object Categorization using Weakly Supervised Part Detection Network

TRIBE

[AAAI 2024] Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization

DCL-Net

DCL-Net: Deep Correspondence Learning Network for 6D Pose Estimation

BiCo-Net

Code for "BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose Estimation"

QS3

The official implementation for ECCV22 paper: Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain Gap

OrthDNNs

Code for OrthDNNs: Orthogonal Deep Neural Networks

UB2DA

This repository provides code for the paper ---- On Universal Black-Box Domain Adaptation.

gorilla-core

raycastmesh

ray cast mesh to get normal, depth and face_ids

gorilla-3d

gmvs

This repo is a module for PatchMatch Stereo

TTAC2

[TPAMI 2024] The official implementation of "Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training"

MAST

[IJCAI 2023] Manifold-Aware Self-Training for Unsupervised Domain Adaptation on Regressing 6D Object Pose Installation

GPNetPP