Ikgyu (IkgyuLee)

IkgyuLee

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Organizations
KIST-RecoSys
Mathematics-for-ML

Ikgyu's starred repositories

ECCV2024_MBS

[ECCV2024] Mitigating Background Shift in Class-Incremental Semantic Segmentation

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PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

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YOLO-NAS

Train and Inference your custom YOLO-NAS model by Single Command Line

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super-gradients

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

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TimeSeriesGAN

GANs for Time series analysis (Synthetic data generation, anomaly detection and interpolation), Hypertuning using Optuna, MLFlow and Databricks

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FITS

FITS: Frequency Interpolation Time Series Analysis Baseline

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TensorRT

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

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kalibr

The Kalibr visual-inertial calibration toolbox

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DarkCamCalibrator

Camera Calibration Tool

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pycalib

Simple Camera Calibration Examples in Python for Beginners

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abimca

Autoencoder based iterative modeling and multivariate time-series subsequence clustering algorithm (ABIMCA)

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data-mining-conferences

Ranking, acceptance rate, deadline, and publication tips

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Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

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CVPR-2023-24-Papers

CVPR 2023-2024 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. ⭐ support visual intelligence development!

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ICCV-2023-Papers

ICCV 2023 Papers: Discover cutting-edge research from ICCV 2023, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!

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darts

A python library for user-friendly forecasting and anomaly detection on time series.

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DeepOD

Deep learning-based outlier/anomaly detection

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Anomaly-Transformer

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

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Orion

A machine learning library for detecting anomalies in signals.

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Qiskit-Dev-Cert-lectures

Qiskit Development Certification Guide in Korean

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silero-vad

Silero VAD: pre-trained enterprise-grade Voice Activity Detector

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Angular-Triplet-Center-Loss

Angular triplet center loss implementation in Pytorch.

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av_hubert

A self-supervised learning framework for audio-visual speech

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hydra-practice

MNIST Classifier using Hydra & Pytorch Lightning

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lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

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img2table

img2table is a table identification and extraction Python Library for PDF and images, based on OpenCV image processing

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