nihalsid

mesh-gpt

MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers

panoptic-lifting

[CVPR23 Highlight] Implementation for Panoptic Lifting

ViewAL

[CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"

stylegan2-ada-3d-texture

Texturify Code

stylegan2-ada-lightning

Simplified pytorch lightning port of StyleGAN2-ADA

texturify

Pytorch implementation for paper "Texturify: Generating Textures on 3D Shape Surfaces"

deepfillv2-pylightning

Clean minimal implementation of Free-Form Image Inpainting with Gated Convolutions in pytorch lightning. Inspired from pytorch implementation by @avalonstrel.

shape_sdf

Simple MLP for representing the SDF of a single shape

sdf-gen

A simple commandline utility to generate grid-based signed distance field (level set) generator from triangle meshes, using code from Robert Bridson's website.

CADTextures

image-to-atlas

Project an image to the texture atlas for a given mesh

Mask2Former

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

simple_overfit_test

Weirdly challenging Simple MLP overfitting problem

boring-pl-model

Simple pytorch lightning boring model

CVPR-2023-Papers

CVPR 2023 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. A star in the development of visual intelligence!

lightplane

Lightplane implements a highly memory-efficient differentiable radiance field renderer, and a module for unprojecting features from images to 3D grids.

stylegan2-ada-render

BlenderProc

A procedural Blender pipeline for photorealistic training image generation

BSP-NET-pytorch

PyTorch 1.2 implementation of BSP-NET.

configs

config files

Emu3D

imvoxelnet

[WACV2022] ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

nihalsid.github.io

Personal Homepage

slurmui

stable-dreamfusion

A pytorch implementation of text-to-3D dreamfusion, powered by stable diffusion.

text2tex-user-study

triton

Development repository for the Triton language and compiler

tsdf-fusion-python

Python code to fuse multiple RGB-D images into a TSDF voxel volume.