Baidu paddle deep learning cv punch camp learning summary
As a beginner depth learning experience Baidu fly paddle launched entry-depth study on the 7th -CV epidemic special edition, the harvest is as follows:
paddle deep learning framework
Baidu produced deep learning platform fly paddle (PaddlePaddle) is the only mainstream deep learning framework for a complete localization of products, and Google TensorFlow, Facebook Pytorch par. 2016 Flying paddle officially open source, open source is fully open, leading technology, complete industrial grade deep learning platform. In seven days learning the learning process, gradually paddle entry basis, while the official website of the friendly Chinese tutorials and the API documentation ( paddle official website ) to facilitate domestic developers to quickly get started learning, and understanding. Compared with foreign open source deep learning framework, paddle the Chinese API documentation, more convenient access, but also very understanding in this seven days practice. Dynamic view of the 1.7 version allows to build the network model, training and testing is more simple and convenient, allowing developers to focus more time on data processing, ultra-tune parameters classy aspect, to save time.
PaddleHub
Easy access to pre-training model under PaddlePaddle ecological, complete management model and a key prediction. Used in conjunction with Fine-tune API, applications can pre-training model based on large-scale migration to learn quickly, so that the pre-training model to better serve the users of a particular scene. ( GitHub )
Online education platform AI Studio
AI Studio One-stop depth learning development platform 's official website , collection of open data, open source algorithm, free calculate the force of the Trinity, to provide efficient and easy to use development environment for developers to learn, high-value high-prize contest algorithms, and advanced high-quality case courses, support university teachers easily AI teaching, and help enterprises to accelerate the landing AI business scenarios.
This is seven days by B + broadcast station Homework + form of the game , step by step, step by step for beginners to understand the basic principles of the depth of learning, and the combination of paddle preliminary practice.
AI Studio offers a free operator force is really to force, is not enough for their hardware performance, people want to learn the practice of deep learning, providing great help.
Finally, seven days time is limited, personally think it is necessary to thoroughly understand the practical content of the code in the class, while the depth learning algorithm if you want to conduct in-depth research, should also purchase a detailed reference book learning theory.
