- Model Optimization
- Model Serving
- Language Model
- Object Detection & Object Tracking
- Pose Estimation
- ๋จธ์ ๋ฌ๋/๋ฅ๋ฌ๋์ ๊ณต๋ถํ๊ณ ์์ต๋๋ค.
- Computer Vision, NLP, Speech, Multi-modal ๋ฑ ๋ค์ํ ๋ถ์ผ๋ฅผ ์ํํฉ๋๋ค.
- ์๋น์ค์ ์ฐ๊ตฌ ๊ฒฝํ์ผ๋ก ์ ์ฐํ ์ ๋ฌด๊ฐ ๊ฐ๋ฅํฉ๋๋ค.
- Programming Language: Python, C/C++
- Machine Learning: Computer Vision, NLP, Speech, Multi-modal
- Framework/Library: Pytorch, TensorFlow, Flask, Django, React
- Tools: Git/Github, Vim
- Environment: Linux, Window, Mac OS, AWS
- ETC: Graphic Design, Photoshop, Illutrator, InDesign, Premlere, Blender
- Implement Transformer with PyTorch, Multi30, Torchtext
- Intelligent Korean Sentence Construction with Speech-to-text, Text Summarization
- De-identify Personal Data in Everyday Life with Object Detection, OCR, Token Classification
- Cow's Standing Behavior Object Detection System Using YOLOv7
- Implement Style Transfer with Pytorch, TensorFlow