• 📷 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

🏷️ ETC

Status

Certificate