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MaitreChen/README.md

Hi there 👋

Welcome to my coding haven where pixels turn into magic!

  • 🔭 Currently working on: My graduation project titled "Study on Few-shot Enhancement for Pneumonia Image Classification and Lightweight Research". It's expected to be completed around May, after which I'll update the MedGAN-ResLite project.

  • 🌱 I’m currently learning:

    • C++
    • Generative Adversarial Networks (GANs)
    • Medical Image Processing
  • 🤔 I’m looking for help with:

    • Tricks for Improving DCGAN networks
    • Introducing residual connections in DCGAN networks effectively
    • How to Balancing the generator and discriminator when training
  • 💬 Ask me about:

    • Image classification
    • Image generation
    • OpenVINO model deployment
    • Model pruning
  • 📫 How to reach me:

    • If you're my classmate, you can find me directly at the dormitory~~
    • If you're my junior, we might meet on campus.
    • If we haven't met before, you can reach me on my [Zhihu] or [CSDN] profiles.

Feel free to join me in this electrifying escapade as we decode the universe's secrets, one line of code at a time! 💻✨

Pinned

  1. openvino-lenet-sample openvino-lenet-sample Public

    本仓库包含了完整的深度学习应用开发流程,以经典的手写字符识别为例,基于LeNet网络构建。推理部分使用torch、onnxruntime以及openvino框架💖

    Python 15 2

  2. sisyphus-cv-lab/MODNet-ModelCompression sisyphus-cv-lab/MODNet-ModelCompression Public

    对人像抠图模型MODNet进行滤波器级别的剪枝,结合自适应与固定比例策略。

    Python 3 2

  3. MedGAN-ResLite MedGAN-ResLite Public

    一个用于肺炎图像分类的轻量级ResNet18-SAM模型实现,采用SH-DCGAN生成少类样本数据,解决了数据不平衡的问题,同时结合剪枝策略实现轻量化!It's still being updated! Stay tuned!❤

    Python 19 1

  4. Library-management-system Library-management-system Public

    【OO Programming】这是一个简单易用的图书管理系统,通过控制台提供基本的信息展示和操作功能,包括图书信息的添加、查询、借阅和归还等。

    Python 2