Sunwoo Kim's starred repositories
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
awesome-fashion-ai
A repository to curate and summarise research papers related to fashion and e-commerce
robustness
Corruption and Perturbation Robustness (ICLR 2019)
awesome-active-learning
A curated list of awesome Active Learning
flickr30k_entities
Flickr30K Entities Dataset
FashionMatrix
Fashion Matrix is dedicated to bridging various visual and language models and continuously refining its capabilities as a comprehensive fashion AI assistant. This project will continue to update new features and optimization effects.
mix-generation
MixGen: A New Multi-Modal Data Augmentation
FashionSAP
CVPR2023 paper
SaliencyMix
SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization
SelfOrganizingMap-SOM
Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.
AnomalyDetection-SoftPatch
Code for NeurIPS 2022 paper "SoftKernel: Unsupervised Anomaly Detection with Noisy Data"
Time-series-LLM
Time-series-LLM
DocTR-OCR-tutorial
This repository contains a notebook to demonstrate the power of Document Text Recognition (DocTR) library
som-pytorch
Python implementation of Self-Organizing Maps using PyTorch
Awesome-Fashion-AI
A curated list of research papers, datasets, open-source codes, conferences, workshops related to AI for fashion and e-commerce.
Active_Learning-Uncertainty_Sampling
Pytorch implementation of "A New Active Labeling Method for Deep Learning"
config-setting
How to set configurations for ML/DL experiments