Jaehyuk Heo

MemSeg. Unofficial re-implementation of MemSeg for Anomaly Detection

WhiteBox-Part1. In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)

REVECA. Generic Event Boundary Captioning (GEBC) Challenge at LOVEU@CVPR 2022 - 3rd place (REVECA)

SPARTA. Semantic Parsing And Relational Table Aware Model that generates SQL from question written in Korean language

VPT. Unofficial Visual Prompt Tuning implementation

3D_CoordConv_Segmentation. Grand Challenge 2017 Multi-Modality Whole Heart Segmentation

SID. pytorch reimplementation for Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain

Fake-News-Detection-Dataset. 낚시성 기사 데이터 탐지 (2022, bflysoft & NIA) by DSBA lab.

WhiteBox-Part2. The White Box Project is a project that introduces many ways to solve the part of the black box of machine learning. This project is based on Interpretable Machine Learning by Christoph Molnar. I recommend you to read the book first and practice this project.

notionist. Life is divided into before and after meeting Notion

Pytorch-Accelerator-Test. Accelerator test

GAN-based-Anomaly-Detection. Pytorch Implementation

tootorch. Implemetation XAI in Computer Vision (Pytorch)

config-setting. How to set configurations for ML/DL experiments

DUAD. Unofficial Implementation for Deep Unsupervised Anomaly Detection (DUAD)

U-Net_Segmentation_with_Tensorboard. This project implements the U-Net architecture used in image segmentation and visualizes the learning process using Tensorboard.

Dacon. Jupyter Notebook

Active_Learning-Uncertainty_Sampling. Pytorch implementation of "A New Active Labeling Method for Deep Learning"

CV_classification. Classification Pipeline in Computer Vision (Pytorch)

BalancedSoftmax. Balanced Softmax for classification

ViT_repo. Pytorch version of the pre-trained VIT models released by google research

Pytorch-Reproduction. Experiment for Pytorch Reproduction

Normalization-Test. Comparison normalization when using a pre-trained model

pytorch-tips. pytorch tips

Kaggle. Jupyter Notebook

Hackers-Assistant. Automatic program for updating comments in boards using python and notion for Hackers Assistance