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Enjoy researching and life.
:octocat:
Enjoy researching and life.
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Achievement: StarstruckAchievement: Arctic Code Vault Contributor

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Achievement: StarstruckAchievement: Arctic Code Vault Contributor

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PointCloudYC/README.md

Hi there 👋, I'm Dr. Chao YIN

🔬 Research Scientist | 💻 3D Vision Explorer | 🤖 Foundation Model Practitioner

I am an research scientist, specializing in 3D Point Cloud Processing, 3D BIM Modeling, Multi-modal Learning, and Geospatial Intelligence.

  • 🔭 I’m currently working on Weakly-supervised 3D Segmentation, Long-tailed Learning, and Multi-modal 2D/3D LLMs (LLaVA, LISA).
  • ⚙️ I use daily: .py (PyTorch, OpenMMLab, PointCept), .sh (Linux, Docker, HPC), .tex (LaTeX).
  • 🌍 I'm active within the 3D Vision & Remote Sensing Community and advocate for open science.
  • 📦 Open Source: I maintain 6+ repositories (e.g., ResPointNet++, Deep-Learning-On-Point-Clouds) with 140+ stars.

🛠 Tech Stack & Tools

PyTorch Python Linux LaTeX

📊 GitHub Stats

📫 Connect with me

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  1. ResPointNet2 ResPointNet2 Public

    ResPointNet++ for AutoCon journal paper.

    Python 42 3

  2. Deep-Learning-On-Point-Clouds Deep-Learning-On-Point-Clouds Public

    A curated list of primary sources on applying deep learning on point cloud data.

    62 5

  3. SQN_tensorflow SQN_tensorflow Public

    TensorFlow re-implementation of SQN for weakly supervised segmentation on point clouds.

    Python 13

  4. se-pseudogrid se-pseudogrid Public

    SE-PseudoGrid for the AutoCon journal paper.

    Jupyter Notebook 9 3

  5. PointCloud-Architectures PointCloud-Architectures Public

    Implementation of SOTA Point Cloud Deep Learning Networks Using TensorFlow(TF) 2 or Pytorch

    Jupyter Notebook 7

  6. CTS CTS Public

    Towards Classification of Architectural Styles of Traditional Settlements using DL: A Dataset, a New Framework, and Its Interpretability

    Python 9 1