seanshnkim Goto Github PK

algorithms-study

baekjoon_algorithms

Solving algorithm problems for coding interviews. Most examples are uploaded in 'programmers.co.kr' or 'acmicpc.net/'

codetree-tils

TILs for codetree(https://www.codetree.ai)

django-basic-project

django_project_restaurant_review

django_project_todolist

Make basic Django projects

leetcode-algorithms

My own solutions and visualized explanations for algorithm problems in leetcode.com.

mcncc

Python implementation of MATLA code of <Multi-Channel Normalized Cross-Correlation(2017)>. Incomplete. MATLAB 기반의 MCNCC 논문 공개 소스 코드를 파이썬으로 재구현.

msn_shoeprint_retrieval

Mainly focused on shoeprint image retrieval. Experiments with self-supervised learning method: MSN(Masked Siamese Networks for Label-Efficient Learning)

msn_train_from_scratch

Train masked siamese networks (https://arxiv.org/abs/2204.07141) from scratch.

nurbsdiff-revision

A newly devised method to select and compress the number of control points based on the paper "NURBS-Diff: A Differentiable Programming Module for NURBS". Research performed during 2021-2022 Winter Undergraduate Research Program, in DGIST.

pytorch_lightning_tutorials

Practice with pytorch lightning tutorials!

recom-sys-using-clip

OpenAI's CLIP model has proved excellent performance in image captioning task. Using its zero-shot learning ability, I implemented text-text based image(background photo) recommendation system.

sehyun-seankim.github.io

Github blog

shoeprint_image_retrieval

Forensic shoeprint retrieval system with deep learning models. Tested with only FID-300 datset. FID-300 공개 데이터셋을 활용한 딥러닝 기반 족적 이미지 자동 검색 시스템 개발.

sketch-based-3d-asset-classification

test_imagenet_based_models

Customized code templates for training PyTorch & Hugging Face DL models with ImageNet dataset. PyTorch, Hugging Face 기반 딥러닝 모델을 ImageNet 데이터셋으로 학습하기 위한 코드 템플릿.