Artificial Intelligence and Algorithm Learning (Monthly)
Today, I will publish a monthly magazine for you, all of which are good articles in the last month, and they are all dry stuff, so everyone learns to consolidate.
Machine learning
- 10 must-learn algorithms for machine learning
- The most complete machine learning genealogy!
Computer Vision (CV)
- How to explain convolution in an easy-to-understand manner?
- Analysis of Mathematical Principles of Convolutional Neural Networks
- Introduction to computer vision direction | Multi-target tracking algorithm (with source code)
- Heavy! Li Feifei CS231n, the most complete learning tyrant notes refined version is here
- Visual SLAM: Always getting started, never mastered
- Super complete! List of applications of deep learning in computer vision
- Top 10 CNN core models are fully resolved (source code attached, all run through)
- For target detection, this one is enough! 2019 most comprehensive target detection guide
- Depth | The working principle of image semantic segmentation and CNN architecture changes
Natural Language Processing (NLP)
1. Overview of attention mechanism in natural language processing
2. [NLP] In-
depth analysis of the BERT principle and its characterization 3. Transformers research guide
Generative Adversarial Network (GAN)
Explain the profound things in a simple way: Introduction to the principles and applications of GANs Application
tutorials on GANs in the field of medical images | Implementing GAN on Keras: Building applications to eliminate image blur
TensorFlow & Pytorch
1. Google released the official version of TensorFlow 2.0, highly integrated with Keras, and a lot of performance improvements
. 2. Take you less detours: highly recommended TensorFlow quick start materials and translations (downloadable)
3. Turing Award winners push: PyTorch 1.3 Released today
algorithm
1. Github star 2w+, No. 1 in the hot list, how to implement all algorithms with Python
2. Heavy! Face to Face | Summary of Algorithm Engineer Interview Questions
AI Summit
1. Academician Zhang Bo: The charm of artificial intelligence is that it is always on the road
2. Yunqi Conference, not only has the world's strongest AI chip!
3. Can't hide, this is the true strength of Ali AI!
other
1. Where is the way out for older programmers?
2. Is the AI ebb period coming? Listen to what the practitioners say...
Like to remember to come one