dive-into-deep-learning lihang-book   python-computer-vision-program

## 参考文献 [1] 李沐. [动手学深度学习(Dive into Deep Learning,D2L.ai)](https://zh.d2l.ai/). 人民邮电出版社:北京. [源代码](https://github.com/d2l-ai/d2l-zh) [2] 计算机视觉:算法与应用. Richard Szeliski (作者), 艾海舟 / 兴军亮 (译者). 清华大学出版社. 2012-1. ISBN: 9787302269151 [3] 统计学习方法/李航著. --北京:清华大学出版社, 2012.3. ISBN 978-7-302-27595-4 [4] Jan Erik Solem (作者), 朱文涛, 袁勇 (译者). [Python 计算机视觉编程](https://www.ituring.com.cn/book/1349). 人民邮电出版社:北京. [源代码](http://programmingcomputervision.com/) [5] GitHub. @Charmve. Semantic Segmentation in PyTorch. https://github.com/Charmve/Semantic-Segmentation-PyTorch [6] GitHub. @weiaicunzai. awesome-image-classification. https://github.com/weiaicunzai/awesome-image-classification [7] GitHub. @mrgloom. awesome-semantic-segmentation. https://github.com/mrgloom/awesome-semantic-segmentation [8] Peter Harrington. Machine Learning in Action. 2012-4-19. ISBN: 9781617290183 [9] Deep Learning with Python.Francois Chollet. Manning Publications. 2017-10-31. ISBN: 9781617294433 [10] Computer Vision: Algorithms and Applications, 2nd ed. © 2021 Richard Szeliski, Facebook. http://szeliski.org/Book/ [11] Li Feifei. Stanford University. CS231n: Convolutional Neural Networks for Visual Recognition. https://cs231n.github.io/ [12] Alexei (Alyosha) Efros. University of California Berkeley. CS194-26/294-26: Intro to Computer Vision and Computational Photography. https://inst.eecs.berkeley.edu/~cs194-26/fa20/ [13] Bharath Hariharan. Cornell University. [CS4670/5670 - Computer Vision](http://www.cs.cornell.edu/courses/cs4670/2020sp/) [14] Vaswani, Ashish, et al. "Attention is all you need." arXiv preprint arXiv:1706.03762 (2017). [15] Rumelhart, David E., Geoffrey E. Hinton, and Ronald J. Williams. "Learning representations by back-propagating errors." nature 323.6088 (1986): 533-536. [16] Wei, Xiu-Shen, et al. "Mask-CNN: Localizing parts and selecting descriptors for fine-grained bird species categorization." Pattern Recognition 76 (2018): 704-714. [17] Qiu, Xipeng, et al. "Pre-trained models for natural language processing: A survey." Science China Technological Sciences (2020): 1-26. [18] Bochkovskiy, Alexey, Chien-Yao Wang, and Hong-Yuan Mark Liao. "Yolov4: Optimal speed and accuracy of object detection." arXiv preprint arXiv:2004.10934 (2020).