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3d-machine-learning

A resource repository for 3D machine learning

3d_diffusion_distiller

🚀 PyTorch Implementation of "Progressive Distillation for Fast Sampling of Diffusion Models(v-diffusion)"

adain-style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

art-dcgan

Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.

atlasnet

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

awesome-deep-learning-papers

The most cited deep learning papers

bicyclegan

[NIPS 2017] Toward Multimodal Image-to-Image Translation

binvox-rw-py

Python module to read and write .binvox files.

bmsg-gan

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning.

chatpdf

Chat with any PDF. Easily upload the PDF documents you'd like to chat with. Instant answers. Ask questions, extract information, and summarize documents with AI. Sources included.

chumpy

craftscape

WebGL GPU landscaping and erosion

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

cvpr2017

Synthetic Data Paper

dcgan-lsgan-wgan-gp-dragan-pytorch

DCGAN LSGAN WGAN-GP DRAGAN PyTorch

deep-transfer

PyTorch implementation of "Universal Style Transfer via Feature Trasforms"

deeplearningbook

MIT Deep Learning Book in PDF format

deepsdf

Learning Continuous Signed Distance Functions for Shape Representation

deferredao

SSAO image effect for deferred shading

diffusion_sdf

Official code repository for the paper: “DiffusionSDF: Conditional Generative Modeling of Signed Distance Functions”

direct-inversion

Official code implementation for our paper -- Direct Inversion: Optimization-Free Text-Driven Real Image Editing with Diffusion Models.

directvoxgo

Direct voxel grid optimization for fast radiance field reconstruction.

discregrid

A static C++ library for the generation of discrete functions on a box-shaped domain. This is especially suited for the generation of signed distance fields.

embree

Embree ray tracing kernels repository.

embree-renderer

Embree Example Renderer

esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution (Third Region)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fast-neural-style

Feedforward style transfer

fast-neural-style-1

Pytorch Implementation of Perceptual Losses for Real-Time Style Transfer and Super-Resolution