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Hoseong Lee hoya012

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Deep Learning Research Engineer

996 followers · 0 following · 102

Cognex Deep Learning Lab
Seoul, Korea
https://hoya012.github.io/

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hoya012/README.md

Hoseong, Lee @hoya012

🔭 Career

Received the B.S. degrees, in Electrical and Computer Engineering from Seoul National University, Seoul, Korea, in 2016.
Received the M.S. degrees, in Electrical and Computer Engineering from Seoul National University, Seoul, Korea, in 2018.
Joined the SUALAB. ,Seoul, Korea, as a Deep Learning Research Engineer, in 2018.
SUALAB was acquired by Cognex in 2019.10. So, I am currently working at Cognex.

🌱 Interest

Image Recognition using Deep Learning
- Classification
- Object Detection
- Segmentation
Anomaly Detection
Image Processing using Deep Learning
- Super Resolution
- Style Transfer
Learning Theory
- Weakly-Supervised Learning
- Semi-Supervised Learning
- Self-Supervised Learning
AI Conference Paper Reading

👯 Side Jobs & Hobby

TFUG(TensorFlow KR Facebook Group) Organizer
SNUAI Study Organizer
TFKR PR-12 Study Season 3 Presenter
Research Blog (Korean)

📫 How to reach me

linkedin: https://www.linkedin.com/in/hoseong-lee-96709516a/
facebook: https://www.facebook.com/2.hoseong/
email: hoseong.lee@cognex.com

Pinned

deep_learning_object_detection

A paper list of object detection using deep learning.

10k 2.7k
awesome-anomaly-detection

A curated list of awesome anomaly detection resources

1.6k 361
carrier-of-tricks-for-classification-pytorch

carrier of tricks for image classification tutorials using pytorch.

Python 74 14
automatic-mixed-precision-tutorials-pytorch

Automatic Mixed Precision Tutorials using pytorch. Based on PyTorch 1.6 Official Features, implement classification codebase using custom dataset.

Python 47 4
semantic-segmentation-tutorial-pytorch

A simple PyTorch codebase for semantic segmentation using Cityscapes.

Jupyter Notebook 96 28
swa-tutorials-pytorch

Stochastic Weight Averaging Tutorials using pytorch.

Python 14 3

203 contributions in the last year

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Activity overview

Contributed to hoya012/awesome-anomaly-detection, hoya012/semantic-segmentation-tutorial-pytorch, hoya012/automatic-mixed-precision-tutorials-pytorch and 5 other repositories

Contribution activity

July 2021

9 contributions in private repositories Jul 1 – Jul 20