Code Monkey home page Code Monkey logo

dsen2_cr_pytorch's Introduction

Hi there 👋

My name is Shikunshen, a postgraduate student in School of Computer Science and Technology, Shandong University and my research includes RL, Data Science and Distributed Computing

  • 👯 I graduated from Whuhan University, School of Computer.
  • 💬 Now I'm working in the Institute of Intelligent Computing(IIC).
  • 🔭 I’m currently working on Reinforcement learning(RL) , distributed computing and Federated Learning.
  • 🌱 I’m currently learning RL algorithms and some algorithms in IOT and distributed systems.
  • 📫 How to reach me: [email protected].
  • ⚡ I’m interested in Machine Learning, Computer Vision, RL, FL and NLP and I'm also passionate about PC hardware.
  • 💬 You can ask me questions about: classic machine learning (svm,decision tree,kmeans...), computer vision(image classification,image translation,semantic. segmentation...), reinforcement learning(qlearning,policy gradient...) and PyTorch framework.

dsen2_cr_pytorch's People

Contributors

phoenix-shen avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

Forkers

shumile66 w-yasuo

dsen2_cr_pytorch's Issues

损失函数

carl_loss中,t.abs(predicted - input_cloudy),看代码这一部分恒为0,不知道有何含义

predict.py报错

作者您好,我在跑predict.py的时候时间过长,在加载完数据集后报了一个warning:RuntimeWarning: invalid value encountered in true_divide,查看报错位置是t = a + (bands[i, :, :] - c) * (b - a) / (d - c),目前加了代码np.seterr(divide='ignore',invalid='ignore')忽略这个报错,但是还是时间过长,没有结果。请问您有遇到过这个问题以及解决办法吗T-T

Batch size

感谢分享代码
想请教一下我在尝试调整batch size的时候遇到如下异常,请问您有没有解决方法可以分享?
另外一个问题是调节哪些参数可以有效提升预测的精确度呢?

异常如下, batch_size = 5:
*epoch1:loss_fake:0.13505132
Traceback (most recent call last):
File "train.py", line 133, in
train(myconfig)
File "train.py", line 119, in train
img_out=utility.GetQuadrupletsImg(inputdata, fake_img, s2img, s2CSMimg)
File "/content/drive/My Drive/Colab Notebooks/DSEN2_CR_PYTORCH_fall_200epoch/utils/utils.py", line 175, in GetQuadrupletsImg
img_cld= uint16to8((t.squeeze(img_cld ).cpu().numpy()scale).astype("uint16")).transpose(1,2,0)
ValueError: axes don't match array

询问数据集

作者您好,我现在正需要复现DSen2-CR这个模型,您的代码及时帮助了我。但是,模型所用的SEN12MS-CR数据集本身数据量非常庞大,且下载速度实在感人,想问问您手头是否有这个数据集,若有能否给我发一份呢(邮箱:[email protected])?或者是分享在您的云盘上?十分感谢!

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.