### 机器学习 - [ ] [A Gentle Introduction to Object Recognition With Deep Learning](https://machinelearningmastery.com/object-recognition-with-deep-learning/)--目标检测入门介绍 - [ ] [Cloth Swapping with Deep Learning: Implement Conditional Analogy GAN in Keras](https://shaoanlu.wordpress.com/2017/10/26/reimplement-conditional-anology-gan-in-keras/) - [ ] [Feature Selection with sklearn and Pandas](https://towardsdatascience.com/feature-selection-with-pandas-e3690ad8504b) - [ ] [机器学习竞赛小众特征工程技巧](https://medium.com/ml-byte/rare-feature-engineering-techniques-for-machine-learning-competitions-de36c7bb418f) - [x] [machine-learning-in-python](https://www.pyimagesearch.com/2019/01/14/machine-learning-in-python/)--翻译完成 - [x] [9 Applications of Deep Learning for Computer Vision](https://machinelearningmastery.com/applications-of-deep-learning-for-computer-vision/)--计算机视觉的应用综述，参考+查找资料，写成文章 - [x] [10 New Things I Learnt from fast.ai v3](https://towardsdatascience.com/10-new-things-i-learnt-from-fast-ai-v3-4d79c1f07e33)：阅读，主要是对 fast.ai 课程学习后的感想 #### PyTorch - [ ] [A Simple Neural Network from Scratch with PyTorch and Google Colab](https://medium.com/dair-ai/a-simple-neural-network-from-scratch-with-pytorch-and-google-colab-c7f3830618e0) - [ ] [Pytorch--采用CNN的迁移学习](https://towardsdatascience.com/transfer-learning-with-convolutional-neural-networks-in-pytorch-dd09190245ce) - [ ] [PyTorch实现的BiSeNet人脸解析改进](https://github.com/zllrunning/face-parsing.PyTorch) - [ ] [Pytorch可视化工具--tensorwatch](https://github.com/microsoft/tensorwatch) - [x] [加速PyTorch](https://towardsdatascience.com/speed-up-your-algorithms-part-1-pytorch-56d8a4ae7051) - [x] [PyTorch数据加载教程](https://pytorch.org/tutorials/beginner/data_loading_tutorial.html) #### Keras - [ ] [Keras Tutorial: How to get started with Keras, Deep Learning, and Python](https://www.pyimagesearch.com/2018/09/10/keras-tutorial-how-to-get-started-with-keras-deep-learning-and-python/) - [ ] [Fine-tuning with Keras and Deep Learning](https://www.pyimagesearch.com/2019/06/03/fine-tuning-with-keras-and-deep-learning/) - [ ] [Faster R-CNN (object detection) implemented by Keras for custom data from Google’s Open Images Dataset V4](https://towardsdatascience.com/faster-r-cnn-object-detection-implemented-by-keras-for-custom-data-from-googles-open-images-125f62b9141a)--Keras 训练 Faster R-CNN - [ ] [(Keras)用迁移学习从人脸图像估计体质指数](https://medium.com/@leosimmons/estimating-body-mass-index-from-face-images-using-keras-and-transfer-learning-de25e1bc0212) - [ ] [可视化卷积核和 features map](https://machinelearningmastery.com/how-to-visualize-filters-and-feature-maps-in-convolutional-neural-networks/)
机器学习
PyTorch
Keras