InstantAvatar: Learning Avatars from Monocular Video in 60 Seconds (CVPR 2023)

3D generation code for MVDream

Official Implementation for "Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures"

Official Implementation for "TEXTure: Text-Guided Texturing of 3D Shapes"

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

COLMAP - Structure-from-Motion and Multi-View Stereo

PyTorch-based differentiable material graph library for procedural material capture

[ICPR 2018] Indoor Scene Layout Estimation from a Single Image.

Official PyTorch code of Holistic 3D Scene Understanding from a Single Image with Implicit Representation (CVPR 2021). Also includes a PyTorch implementation of the decoder of LDIF (from 3D Shape R…

Project for CVPR21 paper: "A Multi-Task Network for Joint Specular Highlight Detection and Removal".

PyTorch code and models for the DINOv2 self-supervised learning method.

3DCoMPaT++: An improved large-scale 3D vision dataset for compositional recognition

Dense Prediction Transformers

Implementation of CVPR'20 Oral: Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

One more freaking GAN, I'll be sick.

Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)

An optix-based GPU path tracer

LPIPS metric. pip install lpips

A list of papers and resources (data,code,etc) for holistic 3D reconstruction in computer vision

Code for paper `Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis`