ZhilinGuo

awesome-neural-rendering

Resources of Neural Rendering

UMBRAE

[ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

celebA-HQ-dataset-download

Get started with CelebA-HQ dataset in under 5 mins !

MVDream

Multi-view Diffusion for 3D Generation

razer-taskbar

Display the battery state of Razer products using log messages from Razer Synapse.

NeRFlect

view_neti

[ECCV 2024] Viewpoint Textual Inversion: Discovering Scene Representations and 3D View Control in 2D Diffusion Models

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

CRATE

Code for CRATE (Coding RAte reduction TransformEr).

common-3d-test-models

Repository containing common 3D test models in original format with original source if known and obj mesh

sam-hq

Segment Anything in High Quality [NeurIPS 2023]

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

humanrf

Official code for "HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion"

segment-anything

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.

AvatarGen

[Preprint] AvatarGen: A 3D Generative Model for Animatable Human Avatars

Diffusion_models_from_scratch

Creating a diffusion model from scratch in PyTorch to learn exactly how they work.

awesome-digital-human

A collection of resources on digital human including clothed people digitalization, virtual try-on, and other related directions.

stable-diffusion-webui

Stable Diffusion web UI

ControlNet

Let us control diffusion models!

hpc-setup

a beginner's guide for deep learning researchers who are new to working with HPC GPU machines.

stable-diffusion

A latent text-to-image diffusion model

paper-reading

深度学习经典、新论文逐段精读

dalle-mini

DALL·E Mini - Generate images from a text prompt

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

nerf

Code release for NeRF (Neural Radiance Fields)

UnnaturalScrollWheels

Invert scroll direction for physical scroll wheels while maintaining "Natural" scrolling for trackpads on MacOS

ihmehimmeli