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Jinhyo Shin's Projects

ai-course-fundamentals icon ai-course-fundamentals

IPA 주관 인공지능센터 기본(fundamental) 과정: 데이터 분석 및 기계학습 (Pandas & Scikit-Learn)

chatbot-announce icon chatbot-announce

Announce to user who applied to subscribe through Telegram if a new article comes up .

cocoapi icon cocoapi

COCO API - Dataset @ http://cocodataset.org/

cv_class icon cv_class

IPA 주관 인공지능센터 고급반 시각지능 수업 필기 정리

df-cnn icon df-cnn

Code for the IJCAI 2019 paper "Learning Shared Knowledge for Deep Lifelong Learning using Deconvolutional Networks" by Seungwon Lee, James Stokes, Eric Eaton

ecml-pkdd_mmcnn icon ecml-pkdd_mmcnn

MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification

eeg-transformer icon eeg-transformer

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.

eft icon eft

visualization code for 3D human body annotation by EFT (Exemplar Fine-tuning)

jh_life icon jh_life

공부한 내용을 잊지 않고 내 것으로 만들기 위해서 정리하고 기록하는 블로그입니다.

keras-rcnn icon keras-rcnn

Keras package for region-based convolutional neural networks (RCNNs)

min2net icon min2net

End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)

nlp_class icon nlp_class

IPA 주관 인공지능센터 고급반 음성언어지능 수업 필기 정리

nlp_custom_package icon nlp_custom_package

IPA 주관 인공지능센터 음성언어지능 수업에서 배운 내용으로 '나만의 머신러닝 라이브러리' 만들기

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