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weiDing's Projects

deepcrack icon deepcrack

DeepCrack: A Deep Hierarchical Feature Learning Architecture for Crack Segmentation, Neurocomputing.

dipdemo icon dipdemo

《数字图像处理与机器视觉》书上的所有算法C++代码;在VS2013下测试,以MFC为交互界面,实现对输入图像的操作,涵盖了所有基本的图像处理算法,很值得学习!

hed icon hed

code for Holistically-Nested Edge Detection

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

opencv icon opencv

Open Source Computer Vision Library

opencv-machine-learning icon opencv-machine-learning

M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.

opencv3-intro-book-src icon opencv3-intro-book-src

《OpenCV3编程入门》书本配套源码 |《Introduction to OpenCV3 Programming》Book Source Code

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

train_custom_dataset icon train_custom_dataset

标注自己的数据集,训练、评估、测试、部署自己的人工智能算法

unet icon unet

unet for image segmentation

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