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12 followers · 12 following

Achievements

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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  • ๐Ÿ“ท Computer Vision(Classification, Detection, Segmentation, SD)
  • โœ๏ธ Deep Knowlege Tracing(Multiple category)
  • ๐Ÿค– Natural Language(RAG system)
  • ๐Ÿ“ฑ Mobile(Android)

๐Ÿ”– Projects
Year Repo Type Content etc
2023.04 transformer_pytorch AI-NLP transformer ๊ตฌํ˜„ pytorch
2021.12 Attention_Auto_Labeling, coarse-to-fine-segmentation-labelling Semantic Segmentation ๊ฐ„๋žตํ•œ segmentation label์„ ์ž‘์„ฑํ•˜์—ฌ ์ •ํ™•ํ•œ label์„ ์ƒ์„ฑํ•˜๋Š” ๋ฐฉ๋ฒ•๋ก . pytorch
2021.05 PlantsDataUploader Windows app 10๊ฐ€์ง€ ์ž‘๋ฌผ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘์„ ์œ„ํ•œ ์ด๋ฏธ์ง€ ์—…๋กœ๋” ํ”„๋กœ๊ทธ๋žจ. Released
2020.12 YOLO_LITE AI-Detection Yololite์˜ ๊ฐ layer๋ฅผ ๋‘๋ฐฐ ์ ์ธตํ•œ ๋„คํŠธ์›Œํฌ. ์ฝฉ ์ž‘๋ฌผ, ์žก์ดˆ ๋ถ„๋ฅ˜ ๊ฒ€์ถœ. pytorch
2020.12 Grad-CAM-pytorch AI-Attention GradCAM ๊ตฌํ˜„ pytorch
2020.12 How-to-set-up-deeplearning-server Instruction ๋”ฅ๋Ÿฌ๋‹ ์„œ๋ฒ„ ๊ตฌ์ถ• ๋ฐฉ๋ฒ• -
2020.12 plants-image-collector-pc Windows app PlantsCollect PC ๋ฒ„์ „ Released
2020.12 PlantsCollect Android app ์ค‘์  ์—ฐ๊ตฌ ์ด๋ฏธ์ง€ ์ˆ˜์ง‘์„ ์œ„ํ•œ ์•ˆ๋“œ๋กœ์ด๋“œ ์•ฑ Released
2020.04 YOLACT Instance segmentation YOLACT๋ฅผ ์ด์šฉํ•œ ๋”ธ๊ธฐ ์ˆ™์„ฑ๋„ ํŒ๋ณ„ pytorch
2019.12 Dot_To_Mask_instance_segmentation AI-InstanceSegmentation Dot based Instance segmentation tensorflow 1.x
2019.12 twoStreamSemiSurpervisor Semi-supervised ๋‘ ์ŠคํŠธ๋ฆผ์„ ์ด์šฉํ•œ semi-supervised ๋ฐฉ๋ฒ•๋ก  tensorflow 1.x, trying
2019.12 Instance_segmentation_with_discriminativeloss Instance segmentation discriminative loss๋ฅผ ์ด์šฉํ•œ Instance segmentation tensorflow 1.x
2019.11 Implement-convolutional-neural-network-from-scratch - CNN scratch ๊ตฌํ˜„ numpy
2019.10 Implement-neural-network-from-scratch - MLP scratch ๊ตฌํ˜„ Numpy
2019.09 cvpppnet Semantic segmentation CVPPP ๋ฐ์ดํ„ฐ์…‹์„ ๋Œ€์ƒ์œผ๋กœ ๋‹ค์–‘ํ•œ segmentation ์‹คํ—˜ tensorflow 1.x
๐Ÿท๏ธ 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