机器学习人工学weekly-2018/7/29

注意下面很多链接需要访问外国网站，无奈国情如此

1. Google Cloud Next '18年度大会，宣布AutoML Translate, AutoML Natural Language, Contact Center AI, BigQuery ML和Edge TPU

Unlocking data analytics and machine learning for more businesses

链接：https://cloud.google.com/blog/big-data/2018/07/unlocking-data-analytics-and-machine-learning-for-more-businesses

2. fast.ai AutoML评论第3篇

Google's AutoML: Cutting Through the Hype

链接：http://www.fast.ai/2018/07/23/auto-ml-3/

3. 把调参和NAS并在一起做

Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search

链接：https://arxiv.org/abs/1807.06906

4. 大神Jeff Dean在清华的演讲

Google AI Chief Jeff Dean’s ML System Architecture Blueprint

链接：https://medium.com/syncedreview/google-ai-chief-jeff-deans-ml-system-architecture-blueprint-a358e53c68a5

5. TF调试的技巧

How to get started debugging TensorFlow

链接：https://medium.freecodecamp.org/debugging-tensorflow-a-starter-e6668ce72617

6. TF Object Detection检测皮卡丘

Detecting Pikachu in videos using Tensorflow Object Detection

链接：https://towardsdatascience.com/detecting-pikachu-in-videos-using-tensorflow-object-detection-cd872ac42c1d

7. 路标分类

ResNet for Traffic Sign Classification With PyTorch

链接：https://towardsdatascience.com/resnet-for-traffic-sign-classification-with-pytorch-5883a97bbaa3