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human face recognition in vivo detection In biometric systems, in order to prevent malicious people from forging and stealing other people's biological characteristics for identity authentication, biometric systems need to have a live detection function, that is, to determine whether the submitted biological characteristics come from living individuals. In vivo detection of biological characteristics, the use of human physiological characteristics, for example, in vivo fingerprint detection can

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Awesome series Awesome Machine Learning Awesome Deep Learning Awesome TensorFlow Awesome TensorFlow implementations Awesome Torch Awesome Computer Vision Awesome Deep Vision Awesome RNN Awesome NLP Awesome AI Awesome Deep Learning Papers Awesome 2vec Deep learning [Book] Neural Networks and deep learning Chinese Translation (incomplete): Neural network and in-depth learning fifth Chinese translation: [Translate] Chapter Fifth why

Objective:Learn two variable analysis flow by exploring file PSEUDO_FACEBOOK.TSV dataKnowledge Points:1.ggplot syntax2. How to make a scatter chart3. How to optimize scatter plots4. Condition mean value5. Correlation of variables6. Sub-hubs diagram7. SmoothingBrief introduction:If you are exploring a single variable using a histogram to represent the relationship between the value and the whole, then using a scatter plot is more appropriate to explore the relationship between the two variables w

experts from around the world. udemy-Learn the real world skills. Learn how to Program codecademy-free, interactive learning program. stuk.io-Learn how to program from the beginning. Udacity-win the approval of industry leaders. platzi-courses on the design, marketing and programming of live classes. Learnable-the best way to learn web development. Code school-is programmed through practicing learning. THINKFUL-1 1 Coaching to boost your career. code

From Udacity,intro to Hadoop, final Project.The topic requests, from the forum Post's structured data, discovers each user po pastes the most time. For example, user A at 8 points per day, po the most posts, the number marked as X so reducer output is a XTrain of thought: Mapper need to output author_id, reducer to each user to do a {Hour:count} statistics, the last output of the most count hour #mapper #!/usr/bin/python import sys import csv read

This question is one of the problems I encountered when I was learning udacity (a web-based course platform) to learn the Web Development course: The topic is probably to define a ROT13 function, and then convert the input letter to the corresponding 13 position of the letter, such as input hello, output should be urryb, the case is unchanged, the other symbols unchanged. Instinctively think of a corresponding two-tuple list to map: The zip used here,

is the first project of the Udacity course. The idea is to make a comparison of the size of Texas poker.First, you abstract a processing function, which gives the result based on the size of the return value. After we've defined how to compare the sizes of two or more hands, to make it easier to compare sizes, we first preprocess 5 cards and sort them in descending order, as follows: def card_ranks (hand): ranks = ['--23456789tjqka '. INDEX (R) f

Reprint please indicate the source: http://blog.csdn.net/cxsydjn/article/details/70991846 problem (from Udacity machine learning Engineer Nano Degree preview course) Use Python to implement the function Count_words (), which enters the string s and number n, and returns the most frequently occurring words in S. The return value is a tuple list that contains the highest number of n words and their number of occurrences, that is, [( You can assume that

deep learning with Python-theano tutorials Deep Learning Tutorials with Theano/python Learning take machine learning to the next level (by Udacity) Deeplearntoolbox–a Matlab Toolbox for deep learning Stanford matlab-based Deep Learning Stanford 231n Class convolutional neural Networks for Visual recognition Learning Course (by Yann LeCun-2016) Generative Models (by OpenAI) Introduction to Generative adversarial Networks (with code in TensorFlow) Imp

examples.Code Academy-MORE INFO CodeAcademy has an interactive on-screen exercise that makes it one of the best. Courses are designed in such manner that makes learning enjoyable, especially when it comes to more complex computer versions.Code HS-MORE INFO CodeHSis founded by Stanford University Students. Its aim is to provide knowledge related to the field of computer science. There are a variety of courses offered and are cheaply priced.Google Developers-MORE INFO The Google Developers Uni

, suitable for their own books to see; The Busy coder ' s Guide to Android DevelopmentThis is Daniel Commonsguy open source of a book, it is updated very timely, basically follow the SDK update, download PDF can be downloaded here (Four-to-free Guarantee), the source code in the book can be on GitHub (commonsguy/ Cw-omnibus) in the view; Best Android Books and Resources 2014This article mainly introduces the Android books and development resources; Open Class How to De

Daniel Commonsguy open source of a book, it is updated very timely, basically follow the SDK update, download PDF can be downloaded here (Four-to-free Guarantee), the source code in the book can be on Github (commonsguy/ Cw-omnibus) in the view; Best Android Books and Resources 2014This article mainly introduces the Android books and development resources; 　　Open Class How to Develop Android Apps Online course-udacity Programmin

Android DevelopmentThis is Daniel Commonsguy open source of a book, it is updated very timely, basically follow the SDK update, download PDF can be downloaded here (four-to-free Guarantee), the source code in the book can be on GitHub ( Commonsguy/cw-omnibus) in the view; Best Android Books and Resources 2014This article mainly introduces the Android books and development resources; Open Class How to Develop Android Apps Online course-

Address: https:// Github.com/pureyun/dnom Ovie Bootstrap added to Django don't need to read any books. Just put the CSS in the static. It is recommended to use HTML plus bootstrap to write the static page, and then use Django dynamic words on the line. The best document for these two things is the official tutorial to learn Django before learning Bootstrap Django Look at the Django book , a step-by-step study, the site came out, and then put Bootstrap in use on the line, is a front-end just Bo

Change the series only for the record I study udacity deep learning course!!1. The entire course is divided into four sections, as shown in.The first part will study logic classifier, stochastic optimization and actual data training.In the second part we will learn a deep network and use regularization techniques to train a larger model.In the third part, we will study the image and convolution model in depth.Part IV We will learn text and sequences,