KimRass

KimRass's Stars

• praeclarumjj3/VQ-VAE-on-MNIST

  VQ-VAE implementation in Pytorch

  Language:Python21338

• KimRass/train_easyocr

  Fine-tuning 'EasyOCR' on the '공공행정문서 OCR' dataset provided by 'AI-Hub'.

  Language:Python11247

• KimRass/CLIP

  PyTorch implementation of 'CLIP' (Radford et al., 2021) from scratch and training it on Flickr8k + Flickr30k

  Language:Python8200

• KimRass/DETR

  PyTorch implementation of 'DETR' (Carion et al., 2020) from scratch.

  Language:Python5200

• KimRass/VQ-VAE-PixelCNN

  PyTorch implementation of VQ-VAE (Oord et al., 2017) & PixelCNN ((Oord et al., 2016) and training it on Fashion MNIST and CIFAR-10

  Language:Python420

• gokul-pv/DetectionTransformer

  DETR: End-to-End Object Detection with Transformers

  Language:Jupyter Notebook2100

• KimRass/Classifier-Guidance

  PyTorch implementation of Dhariwal and Nichol (2021) and training it on CIFAR-10

  Language:Python220

• KimRass/Conditional-WGAN-GP

  PyTorch implementation of 'Conditional GAN' (Mirza et al., 2014) & 'WGAN-GP' (Gulrajani et. al., 2017) and training it on MNIST

  Language:Python220

• KimRass/ILVR

  PyTorch implementation of 'ILVR' (Choi et al., 2021) from scratch and applying it to 'DDPM' on CelebA at 64 × 64

  Language:Python2200

• KimRass/RotNet

  Pytorch implementation of 'RotNet' (Gidaris et al., 2018).

  Language:Python220

• KimRass/SDEdit

  PyTorch implementation of 'SDEdit' (Meng et al., 2021) from scratch and applying it to 'DDPM' on CelebA at 64 × 64

  Language:Python220

• KimRass/AI-Papers

  AI paper reviews in Korean

  Language:Python120

• KimRass/CFG

  PyTorch implementation of 'CFG' (Ho et al., 2022).

  Language:Python110

• KimRass/Copy-Paste

  From-scratch PyTorch implementation of 'Copy-Paste' (Ghiasi et al., 2021) on COCO 2014.

  Language:Python120

• KimRass/DDIM

  PyTorch implementation of 'DDIM' (Jiaming Song et al., 2020).

  Language:Python120

• KimRass/FastAPI

  1. Bulletin board using SQLAlchemy. 2. Service that accepts image and performs semantic segmentation using DeepLabv3.

  Language:Python110

• KimRass/Improved-DDPM

  PyTorch implementation of 'Improved DDPM' (Nichol and Dhariwal, 2021).

  Language:Python110

• KimRass/Jigsaw-Puzzle

  A rule-based algorithm for solving edge-matching puzzles of arbitrary sizes using L2 distance.

  Language:Python110

• KimRass/Kaggle-Iceberg

  https://www.kaggle.com/c/statoil-iceberg-classifier-challenge/

  Language:Python110

• KimRass/Kaggle-Titanic

  https://www.kaggle.com/competitions/titanic

  Language:Python110

• KimRass/LSTM-Text-Gen.

  Simple LSTM text generation model using PyTorch Lightning.

  Language:Jupyter Notebook120

• KimRass/MAE

  PyTorch implementation of 'MAE' (He et al., 2021) from scratch.

  Language:Python120

• KimRass/Mehdi-Noroozi-et-al.-2016

  Mehdi Noroozi et al. (2016) implementation in PyTorch

  Language:Python120

• KimRass/Mehdi-Noroozi-et-al.-2017

  Mehdi Noroozi et al. (2017) implementation in PyTorch

  Language:Python120

• KimRass/Richard-Zhang-et-al.-2016

  PyTorch implementation of experiments of Zhang et al., 2016 from scratch.

  Language:Python110

• KimRass/RoPE

  Language:Python110

• KimRass/Swin-Transformer

  PyTorch implementation of 'Swin Transformer' (Liu et al., 2021) from scratch.

  Language:Python120

• KimRass/Transformer

  PyTorch implementation of 'Transformer' (Vaswani et al., 2017)

  Language:Python120

• KimRass/VAE

  PyTorch implementation of 'VAE' (Kingma and Welling, 2014) and training it on MNIST

  Language:Python120

• KimRass/ViViT

  PyTorch implementation of 'ViViT' (Arnab et al., 2021) from scratch.

  Language:Python110