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Use CNN (convolutional neural nets) to detect facial key points Tutorial (V): Training Special network through pre-training (Pre-train)

of pre-training network:Ultimately, this solution is 2.13 RMSE on the leaderboard.Part 11 conclusionsNow maybe you have a dozen ideas to try and you can find the source code of the tutorial final program and start your attempt. The code also includes generating the commit file, running Python kfkd.py to find out how the command is exercised with this script.There's a whole bunch of obvious improvements you can make: try to optimize each ad hoc network, and observe 6 networks, and you can see th

Photoshop Facial Beauty Tips

Facial Beauty Tips: Whitening, shiny, moisturizing skills One, dark complexion light upTo the black face whitening, very simple.The method is as follows: 1, open the picture, build a blank layer.2, enter the channel, hold down the CTRL key point RGB channel, appear high light constituency.3, back to the blank layer, fill in the selection of white.4, the mask with a black brush paint off the part that does not need to be whitened.5, if too white, c

PS Making facial disintegration effect

PS Making facial disintegration effect The name sounds good domineering, in fact itself is so domineering! Next, and the Pepsi network to see how to look at the PS production face disintegration effect tutorial. "1" opens this picture first in PS Select the Quick Select tool to increase the selection and subtract the selection to circle the characters out as follows: Then select the background layer when the sel

Touch the Treasure Input method app use emoji facial expression tutorial to share

For you to touch the Treasure Input method software users to detailed analysis to share the use of emoji expression of the tutorial. Tutorial Sharing: Method One: In the touch of the treasure input method under the "Space" button can be called emoji expression. Method Two: 1, click on the "symbol" at the touch point input method; 2, choose "Facial expression"; 3, you can choose emoji expression. Okay, the above in

Super Simple PS Facial beautification Skin Treatment Course

I am in a good mood today so to write skin and facial beautification and pictures of the beautification of the tutorial, I hope you have a lot of support, OK, we first come to the original end effect picture bar. Effect picture, the bottom is the original artwork. 1. Open the original image, layer-adjust-photo filter.2. Layer-adjust-color balance, we have the RGB three-color to set the following parametersGreen Huangyanghong, respectively, for the

Teach you wedding dress portrait PS later facial refinement

Because the elder brother walks in the advertisement circle at ordinary times, so the repair piece is the strength of the strength! Usually talk about some photographic books have a simple rough photography knowledge, today I will reveal a little about how luxury blockbuster facial repair, anyway, I was the core technology are out of the ~ I hope everyone can stick to see the last! And share a little bit of praise. First, skin tone adjustment T

Java+mysql's handling of facial expressions

Label:Environment Error:MySQL 5.0: UTF8 encodingJdbc:mysql-connector-java-5.1.5-bin.jarError in case of an emotional character:Java.sql.SQLException:Incorrect string value: ' \xf0\x9f\x98\x84 ' for columnSince emoticons are in some terminals, such as ios5.0, are represented in four bytes. And the traditional UTF8 can only save 3 bytes, so the error.The correct solution is as follows:1, MySQL database upgrade to more than 5.5;2, the database, the table, the field byte code rises from UTF8 to utf8

How Photoshop strengthens the facial structure to create three-dimensional portrait

How Photoshop strengthens the facial structure to create three-dimensional portrait Here's a formal discussion of today's question: How to strengthen the facial structure? Before I start, let me show you a few pictures. Is this facial structure clear? Of course, the contour is strong to the explosion of the table. Why do y

PS creates a cute facial expression-PS tutorial

This tutorial describes how to create a cute facial expression for PS. the school logo created in this tutorial is really cute and difficult. we recommend that you use it, let's take a look at it. this tutorial is mainly about how to introduce PS to my friends at the foot of the house to create a cute school logo. the school logo created in this tutorial is really cute and difficult. we recommend that you come over, let's study together. On the Int

Using CNN (convolutional neural nets) to detect facial key points tutorial (i)

following information appears:Epoch 1 of 500 training loss: 1.352731 validation loss: 0.466565 validation accuracy: 87.70 %Epoch 2 of 500 training loss: 0.591704 validation loss: 0.326680 validation accuracy: 90.64 %Epoch 3 of 500 training loss: 0.464022 validation loss: 0.275699 validation accuracy: 91.98 %...If you have a GPU and you want Theano to use it, create a ~/.theanorc in your h

Thinking and realization of anti-facial recognition

Thinking and realization of anti-facial recognitionI. Basic knowledge and background NBSP; ? Face recognition is a very classic machine recognition application that has been used in many places. The related algorithm principle and the realization development are all very developed, the OPENCV has the good realization. This is the status quo. However, because of this, people-related privacy has become a cause for concern. One of the concepts a

What are the methods of facial hair removal?

The arrival of the 21st century, let people pay more attention to their own beautiful build, a science and technology cosmetic plastic perfect ERA has come. Do you still have the original hairs on your face, and you're still looking for ways to get your hair off your face? Let's listen to the best beauty Hospital in Wuhan to introduce a variety of ways to remove facial hair.What are the methods of facial ha

Introduction to the Kinect for Windows SDK Development (16) facial tracking

In the previous article, we used EMGU to identify people's faces, when the Kinect SDK version was 1.0, and after the release of the 1.5 version of the SDK in May, we were able to use the Kinect directly to implement face recognition without the need for Third-party class libraries. SDK1.5 new Face Recognition class Library: Microsoft.Kinect.Toolkit.FaceTracking makes it easy to face recognition in Kinect, the source code of the class library is also in developer Toolkit. You can also open the r

Facial Leukoplakia should be treated early

In general, after the onset of white spots, the face will appear, the symptoms of facial leukoplakia is undoubtedly harmful to the external image of patients with leukoplakia, therefore, facial leukoplakia patients must be timely treatment.Leukoplakia patients best to the formal professional white spot hospital to check, to find out the etiology of their own, under the guidance of doctors in a timely manner

To teach you to make your own facial bag.

Recently, we have a high morale with the expression package, do not know if anyone will make their own expression package it? This tutorial teaches you several more commonly used facial expressions DIY practice, learn this recruit can play all over the world without an adversary! These are the two most common expressions we have recently: This tutorial teaches these two, one is to give panda expression change face and add hand action, th

Samsung n7100/gt-n7108 Facial Optimization function how to use

The specific actions are as follows: 1. Under the standby screen, we first locate the "Application" and click Enter. 2. We first find the "Camera" and click Enter. 3. Click the "camera mode" shown in the image below and click the Enter icon. 4. We first find the "Facial selection" and click Enter. 5. Select your photo object, click on the camera shape of the "photo button" and then click Enter to take ph

Mac OS X Lion System with Chinese input method to input facial expressions

Emoticons word, just like:-) This non-graphic expression, which is made up of punctuation marks, is often used when chatting on the internet and writing things. Apple Computer Mac OS X Lion system comes with the Chinese input method has built-in facial expression input function, while pressing the shift+6 two keys to bring up the facial expression list, click to insert. If you can't remember this shortcu

Muscle-driven facial animation Overview

Face Animation is a hot and difficult topic in computer animation. I personally think that the most promising Face Animation method is based on the pseudo-muscle (vector muscle) model. It was first proposed by waters in 1987 and is one of the most popular models in recent years. The idea is to perform approximately abstract muscle control on the polygon mesh. The model uses two types of abstract muscles: (1) linear muscles: used for stretching; (2) sphincter: used for extrusion. They are only as

Photoshop teaches you how to create a common facial graffiti effect on football venues

Give your Photoshop software users a detailed tutorial on how you can make the most common facial graffiti effects in a football game. Tutorial Sharing: Effect Chart: Material: First, create replacement files 1, open the face material, click on the layer, convert it to smart objects, get layer 0 2, click Layer-Copy layer, select target document for new, name is replaced.

PS Photo Transfer Painting tutorial: mm transfer painting of the facial features of the descriptive

the effect of success or failure! First: Skin effect. Many excellent hand-painted works, the skin effect is quite close to the freehand effect, rather than on the human skin color of "brightening, whitening." Second: Eyes have a god. The eyes are the sublimation of the works, is the charm of the characters in the hands of the painting. Third: facial expressions. In all of the expression, especially facial

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