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Kaminyou (Ming-Yang Ho)

LeetCode user kaminyou LeetCode user kaminyou LeetCode user kaminyou

Publications

Year Journal/Conference Title Paper Code
2024 npj Digital Health FastEval Parkinsonism: an instant deep learning–assisted video-based online system for Parkinsonian motor symptom evaluation paper code
2024 IEEE JBHI Pathological Gait Analysis with an Open-Source Cloud-Enabled Platform Empowered by Semi-Supervised Learning - PathoOpenGait paper code
2022 ECCV Ultra-resolution unpaired stain transformation via Kernelized Instance Normalization paper code

Blogs/Tutorials

Public Talks @ Computer programming conferences

Year Conf Topic Record
2021 PyCon APAC Get 3D models out of nothing: Python implementation of deep learning-based 3D models reconstruction from 2D images Website
2021 PyCon TW Implementation of a deep learning-based saliency detection system by Python Youtube
2021 SITCON General adversarial attack against deep learning model in image, text, and audio domain Youtube
2020 HITCON Potential Security and Privacy Issues in Novel Taiwanese National eID system Youtube

Invited Talks @ Academic institution

Year Institution Topic Record
2023 National Taiwan University Programming Workshop YouTube
2023 National Cheng Kung University Build a Career in Data Science II -
2022 National Cheng Kung University The essentials of applying data science to pharmacoepidemiology -
2022 National Cheng Kung University Build a Career in Data Science I -

Open-source deep learning-related projects

Yeas Project Report Code
2022 Contrastive Unpaired Translation (CUT) concise implementation - code
2022 PyTorch implementation of HoVer-Net - code
2021 A template is all you need: 2D to 3D reconstruction with templates learned by contrastive learning report code
2021 Adversarial attack embedding analysis report code
2021 Deepspeech2 PyTorch adversarial attack - code
2020 HOHOHO: intracranial HemOrrHage detectiOn enHenced by asymmetric lOss with CNN-LSTM report code

Open source side projects

Yeas Project Type Source code
2024 Space-warner-rust System GitHub
2024 Space-warner System GitHub
2024 ZED-Record-GUI Tool GitHub
2023 Pro104 auto puncher System GitHub
2022 Femas cloud auto puncher System GitHub
2022 NTU Dinner Wheel Website GitHub
2022 Multithread files finder Tool GitHub
2022 Web server for human evaluation in computer vision research Website GitHub
2021 Speech processing Universal PERformance Benchmark Website GitHub
2021 MSExcelArt Tool GitHub
2021 A template is all you need: 2D to 3D reconstruction Research GitHub
2021 Chinese Calligraphy Database Website GitHub
2021 Otaku translator pro Website GitHub
2019 Vancalc Android App GitHub

Ming-Yang Ho's Projects

110-1-ntu-dbme5028 icon 110-1-ntu-dbme5028

Useful materials and tutorials for 110-1 NTU DBME5028 (Application of Deep Learning in Medical Imaging)

attentiondeepmil icon attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

consistentteacher icon consistentteacher

[CVPR2023 Highlight] Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection

cpp_primer_practice icon cpp_primer_practice

搞定C++:punch:。C++ Primer 中文版第5版学习仓库,包括笔记和课后练习答案。

cut icon cut

Contrastive Unpaired Image-to-Image Translation Using PyTorch

dsmil-wsi icon dsmil-wsi

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

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