m-niemeyer

occupancy_networks

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

m-niemeyer.github.io

A lightweight and responsive website template that automatically crawls papers and talks from bibtex files

nerfacc

A General NeRF Acceleration Toolbox in PyTorch.

giraffe

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

monosdf

[NeurIPS'22] MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction

modern-unix

A collection of modern/faster/saner alternatives to common unix commands.

google-research

Google Research

campari

[3DV'21] CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields

frequency_bias

Official code for "On the Frequency Bias of Generative Models", NeurIPS 2021

shape_as_points

[NeurIPS'21] Shape As Points: A Differentiable Poisson Solver

awesome-tips

dm_pix

PIX is an image processing library in JAX, for JAX.

clean-fid

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

cockpit

Cockpit: A Practical Debugging Tool for Training Deep Neural Networks

graf

Official code release for "GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis"

fiftyone

The open-source tool for building high-quality datasets and computer vision models

U-2-Net

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

clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

awesome-scene-understanding

😎 A list of awesome scene understanding papers.

STAR

ECCV2020 - Official code repository for the paper : STAR - A Sparse Trained Articulated Human Body Regressor

convolutional_occupancy_networks

[ECCV'20] Convolutional Occupancy Networks

cheatsheets

Official Matplotlib cheat sheets

pytorch-blender

:sweat_drops: Seamless, distributed, real-time integration of Blender into PyTorch data pipelines

UpConv

Repo for our CVPR Paper: Watch your Up-Convolution: CNN Based Generative Deep Neural Networks areFailing to Reproduce Spectral Distributions

StructuredNoiseInjection

TensorFlow implementation of the CVPR2020 paper: Disentangled Image Generation Through Structured Noise Injection

Structured3D

[ECCV'20] Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

3d-photo-inpainting

[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting

unsup3d

(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods