igg002
Machine Learning Engineer @ LoadComplete. Game AI systems, player modeling, personalization.
LoadCompleteSeongnam, South Korea
igg002's Stars
microsoft/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
NVIDIAGameWorks/Falcor
Real-Time Rendering Framework
autonomousvision/stylegan-xl
[SIGGRAPH'22] StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets
yuval-alaluf/stylegan3-editing
Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" (AIM ECCVW 2022) https://arxiv.org/abs/2201.13433
wpeebles/gangealing
Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)
coqui-ai/TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
docker/compose
Define and run multi-container applications with Docker
CompVis/latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
titu1994/neural-image-assessment
Implementation of NIMA: Neural Image Assessment in Keras
optuna/optuna
A hyperparameter optimization framework
Jack000/DALLE-pytorch
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
karpathy/arxiv-sanity-lite
arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors based on paper abstracts.
gradio-app/gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
idealo/imagededup
😎 Finding duplicate images made easy!
richzhang/PerceptualSimilarity
LPIPS metric. pip install lpips
Lightning-AI/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
huggingface/accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
NVlabs/stylegan3
Official PyTorch implementation of StyleGAN3
magenta/lofi-player
🔥 Virtual room in your browser that lets you play with the Lo-Fi VIBE and relax
chrisdonahue/LakhNES
Generate 8-bit chiptunes with deep learning
ybayle/awesome-deep-learning-music
List of articles related to deep learning applied to music
YatingMusic/MuseMorphose
PyTorch implementation of MuseMorphose (published at IEEE/ACM TASLP), a Transformer-based model for music style transfer.
xinntao/Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
magenta/magenta
Magenta: Music and Art Generation with Machine Intelligence
lucidrains/stylegan2-pytorch
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
rinongal/StyleGAN-nada
facebookresearch/AugLy
A data augmentations library for audio, image, text, and video.
labmlai/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, ... 🧠
GaParmar/clean-fid
PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
openai/CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image