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Achievement: Pull Sharkx3Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx3Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Arctic Code Vault Contributor

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@Robot-Vision-LAB

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hololee/README.md

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  • 📷 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

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  1. coarse-to-fine-segmentation-labelling coarse-to-fine-segmentation-labelling Public

    Python 4

  2. spatial_tranformer_network spatial_tranformer_network Public

    Spatial transformer network - pytorch

    Python 2 1

  3. Grad-CAM-pytorch Grad-CAM-pytorch Public

    Check gradient flow in pytorch and implement grad-cam.

    Jupyter Notebook 2

  4. transformer_pytorch transformer_pytorch Public

    Implementation of transformer with pytorch on translation, classification, generation.

    Python 2

  5. universial_backprojection universial_backprojection Public

    Implement universal backprojection by JAVA.

    Java 1

  6. distance_transform_visualization distance_transform_visualization Public

    Distance Transform by multiple distance method.

    Python 1