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27 followers · 1 following
  • University of Copenhagen
  • Copenhagen

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Achievement: StarstruckAchievement: Pull Shark

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Achievement: StarstruckAchievement: Pull Shark

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sizhuoli/README.md

Hi there 👋

I'm Sizhuo, a CV researcher passionate about building scalable products and open-source tools, started my journey back in 2018 ;)

Check my publications in ECCV, Nature, Nature Reviews, etc. Reach me at sizhuo.li@outlook.com or via LinkedIn

Daily skills:

  • Python (Pytorch, Tensorflow, PIL, Transformers, huggingface), Shell, Git, Docker, Pypi
  • Image perception: segmentation, classification, regression, domain adaptation
  • Vision-language models: reasoning, visual grounding
  • Aerial remote sensing images: fine-grained feature learning

Past project experience:

  • Classic image processing, bias correction, uncertainty analysis, conformal prediction
  • Natural language processing, medical image generation

General concept:

  • GPT, agentic AI, Langchain, Cloud (Azure), DevOps & CI/CD pipelines

GitHub Stats

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  1. TreeCountSegHeight TreeCountSegHeight Public

    Deep learning system; Docker image access; Pypi package; GEE access; image segmentation; density estimation; dataset open; pre-trained models open; PNAS Nexus publication

    Python 109 18

  2. greenhouse_classification greenhouse_classification Public

    Deep learning framework; image classification; Nature Food publication

    Python 11

  3. Domain_adaptive_regression_GOL Domain_adaptive_regression_GOL Public

    [ECCV 2024] proceeding; domain adaptation; model generalizaton; image-level regression; dataset open

    Python 3

  4. treePoints treePoints Public

    Package source code treePoints, distributed via Pypi.

    Python 1

  5. Medical_Xray_image_translation_GANs_VAEs_and_classification Medical_Xray_image_translation_GANs_VAEs_and_classification Public

    Image generation with VAEs & GANs

    Jupyter Notebook

  6. VAR VAR Public

    Forked from FoundationVision/VAR

    [NeurIPS 2024 Best Paper][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ult…

    Jupyter Notebook