- 📷
Computer Vision(Classification, Detection, Segmentation, SD) - ✏️
Deep Knowlege Tracing(Multiple category) - 🤖
Natural Language(RAG system) - 📱
Mobile(Android)
🔖 Projects
| Year | Repo | Type | Content | etc |
|---|---|---|---|---|
| 2023.04 | transformer_pytorch | AI-NLP | transformer 구현 | pytorch |
| 2021.12 | Attention_Auto_Labeling, coarse-to-fine-segmentation-labelling | Semantic Segmentation | 간략한 segmentation label을 작성하여 정확한 label을 생성하는 방법론. | pytorch |
| 2021.05 | PlantsDataUploader | Windows app | 10가지 작물 데이터 수집을 위한 이미지 업로더 프로그램. | Released |
| 2020.12 | YOLO_LITE | AI-Detection | Yololite의 각 layer를 두배 적층한 네트워크. 콩 작물, 잡초 분류 검출. | pytorch |
| 2020.12 | Grad-CAM-pytorch | AI-Attention | GradCAM 구현 | pytorch |
| 2020.12 | How-to-set-up-deeplearning-server | Instruction | 딥러닝 서버 구축 방법 | - |
| 2020.12 | plants-image-collector-pc | Windows app | PlantsCollect PC 버전 | Released |
| 2020.12 | PlantsCollect | Android app | 중점 연구 이미지 수집을 위한 안드로이드 앱 | Released |
| 2020.04 | YOLACT | Instance segmentation | YOLACT를 이용한 딸기 숙성도 판별 | pytorch |
| 2019.12 | Dot_To_Mask_instance_segmentation | AI-InstanceSegmentation | Dot based Instance segmentation | tensorflow 1.x |
| 2019.12 | twoStreamSemiSurpervisor | Semi-supervised | 두 스트림을 이용한 semi-supervised 방법론 | tensorflow 1.x, trying |
| 2019.12 | Instance_segmentation_with_discriminativeloss | Instance segmentation | discriminative loss를 이용한 Instance segmentation | tensorflow 1.x |
| 2019.11 | Implement-convolutional-neural-network-from-scratch | - | CNN scratch 구현 | numpy |
| 2019.10 | Implement-neural-network-from-scratch | - | MLP scratch 구현 | Numpy |
| 2019.09 | cvpppnet | Semantic segmentation | CVPPP 데이터셋을 대상으로 다양한 segmentation 실험 | tensorflow 1.x |
