kylesargent

ZeroNVS

zeronvs_diffusion

nerfstudio

A collaboration friendly studio for NeRFs

PerceptualSimilarity

LPIPS metric. pip install lpips

pixel-nerf

PixelNeRF Official Repository

AdelaiDepth

This repo contains the projects: 'Virtual Normal', 'DiverseDepth', and '3D Scene Shape'. They aim to solve the monocular depth estimation, 3D scene reconstruction from single image problems.

AutoGAN

[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang

clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

COLF

Compositional Object Light Fields code

cs348k_dit

datacomp

DataComp: In search of the next generation of multimodal datasets

DROID-SLAM

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

ivid

PyTorch implementation of the ICCV paper "3D-aware Image Generation using 2D Diffusion Models"

kylesargent.github.io

mamba.py

A simple and efficient Mamba implementation in PyTorch and MLX.

Marigold

Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

mintnet

MintNet: Building Invertible Neural Networks with Masked Convolutions

MotionCtrl

MotionCtrl: A Unified and Flexible Motion Controller for Video Generation

multinerf

A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF

ncsn

Noise Conditional Score Networks

objaverse-xl

🪐 Objaverse-XL is a Universe of 10M+ 3D Objects. Contains API Scripts for Downloading and Processing!

particle-sfm

ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild. ECCV 2022.

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

sn_gan_pytorch

Implementation of "Spectral Normalization for Generative Adversarial Networks" (https://arxiv.org/abs/1802.05957) in PyTorch

sngan_projection

GANs with spectral normalization and projection discriminator

stylegan3

Official PyTorch implementation of StyleGAN3

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."

videocomposer

Official repo for VideoComposer: Compositional Video Synthesis with Motion Controllability

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.