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followers: 38.0 following: 38.0 repos: 156.0 gists: 6.0

Name: sungjun lee

Type: User

Bio: AI Researcher

Hi there 👋

I'm interested in Large-scale Engineering, Data Engineering, Representation Learning, Multi-modal Understanding, Training Optimization, Data Curation

Experience

🛠️ LLM Data Engineer (now) - 42dot

🔍 Research Intern - Kakaobrain

🌿 Research Intern @kakaobrain

🇺🇸 Intern as a UI developer - Wavity

Education

🇰🇷 Bachelor degree of Computer Science Engineering at Sogang University (2012 - 2019)

🇰🇷 Master degree of Computer Science Engineering at Sogang University (2020 - 2022)

Competitions

🥈 2020 Korea Health Dataton 2nd Prize (Binary Classification on Breast Cancer Pathology Image)

🥇 2020 Naver AI Rush Challenge, 1st Prize on 3 Areas (Auto Tagging on Naver Shopping Image, Mood Classification on Music, Genre Classification on Japanese Music)

Projects and Publications

📚 coyo-700M Dataset: A large-scale dataset aimed at enhancing data curation and multi-modal understanding, publicly released for the research community. Check it out here: coyo-700M.

✍️ ViT Alignment Blog Post on Hugging Face: Based on the coyo-700M dataset, this blog post discusses the reproduction of Vision Transformer (ViT) models. Read the blog post: vit-align.

sungjun lee's Projects

cs231n.github.io

Public facing notes page

cs231n_assignment

cs231n assignment

cse-university

Subjects in Sogang Computer Science Engeneering

cutmix-pytorch

Official Pytorch implementation of CutMix regularizer

cyclegan

pytorch implementation : cyecleGAN

dailycoding

datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

deep3dfacereconstruction

Deep3DFaceReconstruction

deeplearningzerotoall

TensorFlow Basic Tutorial Labs

dex

Index and query analyzer for MongoDB: compares MongoDB log files and index entries to make index recommendations

do-it-node.js

dotfiles

My personal collection of various dotfiles

easy-faster-rcnn.pytorch

An easy implementation of Faster R-CNN (https://arxiv.org/pdf/1506.01497.pdf) in PyTorch.

face.evolve.pytorch

🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥

face_recognition

The world's simplest facial recognition api for Python and the command line

face_reconstruction_jun

facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models

facial-recognition-using-facenet-siamese-one-shot-learning

Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks

fast-neural-style

pytorch implementation of fast-neural-style

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

generative-inpainting-pytorch

A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)

generative-inpainting-pytorch-1

This is a pytorch version of the Generative Image Inpainting with Contextual Attention

get_mean_std

git-training

:checkered_flag: Don't think about git, just do git

gl_image_inapinting_pytorch

Implementation of "Globally and Locally Consistent Image Completion"

glimpse_clouds

Pytorch implementation of the paper "Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points", F. Baradel, C. Wolf, J. Mille , G.W. Taylor, CVPR 2018

gososil_2021

hf-vit-model

hungarian-algorithm

Implementation of Hungarian Algorithm with Python and NumPy

im3_algorithm

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