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SungminYou's Projects

alphapose icon alphapose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

anogan icon anogan

Tensorflow Implementation of AnoGAN (Anomaly GAN)

brainstorm3 icon brainstorm3

Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

cocoapi icon cocoapi

Clone of COCO API - Dataset @ http://cocodataset.org/ - with changes to support Windows build and python3

darknet icon darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

ecg icon ecg

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

ecg-mit-bih icon ecg-mit-bih

ECG classification using MIT-BIH data, a deep CNN learning implementation of Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network, https://www.nature.com/articles/s41591-018-0268-3 and also deploy the trained model to a web app using Flask, introduced at

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

keras-cam icon keras-cam

Keras implementation of class activation mapping

keras-transformer icon keras-transformer

Keras library for building (Universal) Transformers, facilitating BERT and GPT models

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

kogpt2 icon kogpt2

Korean GPT-2 pretrained cased (KoGPT2)

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

map icon map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

mhrv icon mhrv

Matlab toolbox for calculating Heart-Rate Variability metrics on ECG signals

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