π§ How to reach me : [email protected]
2022.12~2024.03 : TnMTech
2024.04~ : Work in HumanDeep
- All the Computer Vision tasks
- Image Classification, Object detection and Segmentation..etc.
- OCR, Retail, Manufacturing and Construction, Intelligent Video Analytics, Medical imaging, Self-driving cars
- Time series by ml/dl
- Colab, Git/Github, WandB
- PyTorch, Tensorflow, Huggingface, Scikit-learn, OpenCV, NumPy, Pandas, Matplotlib, Seaborn
- BeautifulSoup
| Project | Date | Task | Link |
|---|---|---|---|
| ISIC2018 Challenge Task3. Disease Classification | 2023.01 | Image Classification | Task3_Disease Classification |
| CIFAR-100 | 2022.11 | Image Classification | CIFAR_100 |
| Project | Date | Execution Organization | Usage | Link |
|---|---|---|---|---|
| LG instance segmentation | 2022.07 | Alphaco | MMDetection | LG-contest-instance-segmentation |
| Kaggle VinBigData Chest X-ray Abnormalities Detection | 2022.06 | Alphaco | Faster R-CNN, YOLOX, EffecientDet | Chest-X-ray-Object-Detection |
| Safety Helmet Object Detection | 2022.04-05 | Alphaco | YOLO V3, V4 | Safety Helmet Object Detection |
| Labor-dispute-precedent Text-Classification | 2022.04 | Alphaco | AdaBoost, XGB, RandomForest | Textmining-project |
| Movie Web-Crawling | 2022.04 | Alphaco | BeautifulSoup | Web Crawling-project |
| Book | Link |
|---|---|
| λ°λ°λ₯λΆν° μμνλ λ₯λ¬λ | deep-learning-from-scratch |
| νμ΄μ¬μΌλ‘ λ°°μ°λ λ₯λ¬λ κ΅κ³Όμ | Deeplearning-book-with-python |
| Paper | Date | Task | Link |
|---|---|---|---|
| VGGNet | 2023.01 | Image Classification | vgg-paper-review |
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