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"Face change" with 200 lines of Python code

/S1) * R * C1. T)), NumPymatrix ([0., 0., 1.])) The code implements the following steps, respectively: Converts the input matrix to a floating-point number. This is necessary for subsequent steps. Each point set subtracts its moment heart. Once an optimal scaling and rotation method is found for these two new point sets, the two moment Hearts C1 and C2 can be used to find the complete solution. Again, each point set is divided by its standard deviation. This eliminate

Python OpenCV using Notes (a) (simple image reading, display and storage)

, very good, can learn:http://blog.csdn.net/sunny2038/article/category/904451Under a lot of information, simply record your own study notes.(iii) Start from scratch – read imagesRead images using OpenCV under Python. First need to import OPENCV package, the above said that the Ipython is not OPENCV package, so want to use the correct first import OPENCV package again, as to how to import, first download a OPENCV package, there is about Python OpenCV package, Put this into a way to carry out (ver

OpenCV Learning 02--image reading and output under Python

  OPENCV provides a number of functions for image manipulation, the most basic of which is the reading and output of the picture.First, read the pictureUsing OpenCV to read a picture is very easy, just need to use the imread () function, we enter Ipython, enter Help (Cv2.imread) Get the document of the function, get:Imread (...) Imread (filename[, Flags]), retvalVisible, Imread needs to provide two parameters, the first is the path of the picture, the

Python opencv3 to pictures and Chinese

Transferred from: https://www.cnblogs.com/arkenstone/p/6961453.htmlopencv3.2 the Chinese output to the pictureThe OpenCV Puttext function cannot output characters of type UTF8, so it is not possible to print Chinese to the picture. The freetype of this article can achieve the Chinese output, but the character decoding transcoding is more troublesome, and the pillow image function is relatively easy to output Chinese, so here is the practice is now the picture from the

PYTHON+OPENCV read video, call camera

ReferenceImport Cv2import NumPy Create a camera objectCap = Cv2. Videocapture ("Videotest/test1.mp4") #参数为视频文件目录Frames-by-frame display for video playbackWhile 1: ret, frame = Cap.read () #读取 cv2.imshow ("Capture", frame) #显示 if Cv2.waitkey (100) 0xff = = Ord (' q '): #按q退出 break Releasing Camera objects and windowsCap.release ()

"Gesture interaction" 8. Nimble Sense

As early as 2012, 2013, the field of gesture recognition has taken place in several important industry mergers and acquisitions. such as Intel's takeover of Omek, Google's takeover of Flutter, and Apple's acquisition of prime sense, the Israeli company that previously provided technical support to Microsoft Kinect, for $345 million. Gesture recognition has long been a battleground for the future of major giants. Because the Giants are gradually seeing (gesture recognition) The important changes

Virtual reality: A time when a helmet is coming from a hi

"Virtual Reality (VR)" has been discussed for many years, we have heard a lot of creative thinking and vision. Last week, on Facebook's F8 conference, last year's rush to buy Oculus said they would release a VR device during the year.Without a doubt, after spectacles and watches, virtual reality devices will become another high ground for Kejida to seize. Interestingly, they are no exception to the "helmet" appearance, so that every wearer looks like

Unity 5.3 Official VR Tutorial (ii) Creation of the first VR project

in order to be ready to learn to use unity to develop VR applications, we first check whether our computer hardware and software configurations meet the requirements. Simply put, the graphics card to Nvidia GTX970 or AMD290 above, the CPU to Intel i5-459 above, more than 8GB of memory, to have two USB3.0 interface, a USB2.0 interface, an HDMI 1.3 interface. be careful to connect the DK2 and turn it on before you open unity. Before continuing, open the Oculus

A UX designer's initial experience in VR design

years has been a rapid development, but in the corresponding experience design is still a long way to go. I spent a lot of time trying to find some practical VR interaction and interface design principles, but not much, only some documents from relevant companies, such as Google, Oculus, etc., as well as some of the design pioneers of the article. So we only learn while doing, and try to sum up their own thinking and practical experience.   Interact

8 Most augmented reality type head wear equipment set

software vendors, there will be more dedicated applications in the future. Three. Oculus Rift head wear monitor Reference price: About 300 USD (about 1852 RMB) Oculus Rift is not as wide as the use of smart glasses, but for game enthusiasts, it's definitely an immersive and inexpensive solution, and it's an official debut at CES this year, attracting a lot of people's attention. The head-wo

Python for ultra-simple video object extraction

(v:value): The value range is 0 (black) ~255 (white); Effect Show Implementation ideas As shown above, all we have to do is identify the Green Piggy page in the video, and here's the identification step: The HSB value of the Piglet page color using PS is equivalent to the HSV of OpenCV, but the HSV (HSB) value of PS is: 0~360, 0~1, 0~1, and the HSV of OpenCV is: 0~180, 0~255, 0~255, so the HSV of PS is processed, H /2, sv*255; Use the OPENCV bit "and operation" to extract the color po

Python opencv--arithmetic

The arithmetic operation of the pattern.#-*-Coding:utf-8-*-"" "Created on Wed Sep-11:54:47 2016@author:administrator" "" "" Arithmetic (arithmetic) Operations on Imag Escv2.add (), cv2addweighted () ' Import numpy as Npimport cv2 ' ' There is a difference between OpenCV addition and NumPy Addi tion. OpenCV addition is a saturated operation and Numpy addition is a modulo operation. " x = Np.uint8 ([+]) y = np.uint8 ([10]) # Only when the result is more

PYTHON+OPENCV implementation of Gaussian smoothing filter

Function:Create two sliders to control the size of the Gaussian kernel and σ The size of this program is changed on the threshold partition of the program. The threshold splitting program is in thisNote: because σ=0 , OpenCV calculates the window size based on the σ , so, sliding from 0 σ Slider, there is a clear and blurred first edgePYTHON+OPENCV Realization of threshold segmentationPython+opencv realize

Python OpenCV using Notes (a) (simple image reading, display and storage)

, is really good things (big sense Bo main selfless):http://bbs.csdn.net/topics/390837851Http://pan.baidu.com/s/1jG62bhOThen there is the following Blogger series blog, very good, able to learn:http://blog.csdn.net/sunny2038/article/category/904451Under a lot of information, simply record your own study notes.(iii) Start from the beginning – Read the imageRead images using OpenCV under Python.First need to import OPENCV package, the above said that the Ipython does not have OPENCV package, so yo

Extract blue using OpenCV capture camera image under Python3

The work requires the camera to be debugged, the Python platform greatly improves debugging efficiency.Find the segment code from the net, you can key out the blue from the camera image.Import Cv2Import NumPy as NPCap = Cv2. Videocapture (0)For I in range (0, 19):Print (Cap.get (i))while (1):RET, frame = Cap.read ()HSV = Cv2.cvtcolor (frame, cv2. COLOR_BGR2HSV)Lo

OPENCV Video for Target detection _ video

imutils.video import FPS import NumPy as NP Impo RT argparse Import imutils Import time import cv2 Videopath = "/home/user/desktop/test.mp4" # construct the argument pars E and parse the arguments ap = argparse. Argumentparser () ap.add_argument ("P", "--prototxt", default= '/home/user/desktop/mobilenetssd_deploy.prototxt ', help= "Path to Caffe ' deploy ' prototxt file") ap.add_argument ("-M", "--model", default= "/HOME/USER/DESKTOP/MOBILENETSSD

Win10 under the python3.5+ OPENCV installation strategy __python

Prepare file: Python 3.5, PIP10, notepad++ 1. Download python3.5 Installation First Reference to: Liaoche tutorial Https://www.liaoxuefeng.com/wiki/0014316089557264a6b348958f449949df42a6d3a2e542c000/ 0014316090478912dab2a3a9e8f4ed49d28854b292f85bb000 2. Installation PIP10 (reference: https://blog.csdn.net/qq_14845119/article/details/52354394) For decompression, for example, I unzipped to the e-packing directory. cmd command into unpack directory, execute, python setup.py install Installation o

Opencv-python using the original image and mask to implement the cutout

1, firstOriginal: Test1.pngMask diagram: Test-mask.pngResult diagram: Mask.png2. Code partImportCv2 fromPILImportImageImportNumPy as Npyuantu="Test1.png"masktu="Test1-mask.png"#overlay pictures with OpenCVIMG1 =Cv2.imread (yuantu) Img2=Cv2.imread (masktu) Alpha= 0.5Meta= 1-Alphagamma=0#cv2.imshow (' img1 ', IMG1)#cv2.i

Python Opencv3 Line detection

Git:https://github.com/linyi0604/computer-vision1 #Coding:utf82 3 ImportCv24 ImportNumPy as NP5 6 7 #Read in Image8img = Cv2.imread (".. /data/line1.png")9 #Convert to Grayscale imageTenGray =Cv2.cvtcolor (IMG, Cv2. Color_bgr2gray) One #Canny edge detection Aedges = Cv2. Canny (Gray, 50, 100) - """ - Canny edge detecti

Python image Processing (9): Hu Moment

moment.I've never been too sure. Geometric moments can play a role in plant leaf identification, especially for occluded leaves. But just to learn here, try to calculate Hu moments under Python . The images used are the color images that were split up before:We've got a two value image of them:We use these two two-value images as the input image for the moment.#-*-coding:utf-8-*-import cv2import numpy as Np#import matplotlib.pyplot as Pltdir = ' F:\\projects\\src\\opencv\\imag Es\\cotton\\ '; #

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