OpenCV linemod learning operation
Recently, I am working on the object pose recognition program, and I have read many related papers. However, it can't be mastered just by looking at it. It is found that there is implementation of linemod in opencv. I'm going to look at this method first. I'll talk about the specific implementation process in the future and see ...
Posted by sunilmadhav on Thu, 28 Nov 2019 09:10:22 -0800
cpp caffe net run in multiple threads
This article starts from personal blog https://kezunlin.me/post/8d877e63/ Welcome to read!
cpp caffe net run in multiple threads
Guide
set_mode
Caffe fails to use GPU in a new thread ??? see here
the `Caffe::mode_` variable that controls this is thread-local,
so ensure you're calling `caffe.set_mode_gpu()` in each thread
before running ...
Posted by evanct on Wed, 13 Nov 2019 07:04:38 -0800
Quick Start Development for Abstract Resolution of Order Class Picture Recognition Results
Summary: This paper mainly introduces an abstract process and scheme for row and column resolution of order class picture recognition results to help improve development efficiency.
1. Background
In the face of order data paper files or pictures, only eye recognition is inefficient. Machine learning is needed to identify and analyze pictures to ...
Posted by renojim on Mon, 11 Nov 2019 19:54:26 -0800
Two methods of image sharpening
Reprint:https://blog.csdn.net/qq_18649781/article/details/86484827
Introduction:
There is a well-known conclusion in the field of image processing: if the Laplacian part is subtracted from the image, the edge of the image will be enlarged, so the image will become sharper. Based on the Laplac ...
Posted by mol on Thu, 31 Oct 2019 10:36:21 -0700
Using polar geometry in OpenCV
In this paper, we will learn the basic knowledge of multi view geometry, such as pole, polar line and contrapolar constraint. When we use a pinhole camera to take photos, we will lose a lot of important information, such as the depth information of objects. Or how far each point in the image is from ...
Posted by pjsteinfort on Sun, 27 Oct 2019 20:19:37 -0700
Color space conversion, simple color tracking and channel separation and combination of pictures
Color space conversion of a picture
Gray color space
Single channel, value range [0255] 0 black 255 white
RGB color space (BGR is used in opencv)
The range of R, G and B channels in opencv is [0255].
HSV/HSL color space
H: 0-180 S: 0-255 V: 0-255
HSV is a representation of points in RGB color space in an inverted cone ...
Posted by raven2009 on Fri, 25 Oct 2019 10:05:19 -0700
Install Opencv3.2.0 under Ubuntu 16.04
1. Download the opencv3.2.0 installation package and go to the official website: http://opencv.org/releases.html , select the source of version 3.2.0, and download opencv-3.2.0.zip.
2. Install some libraries required by opencv, and try to install them as much as possible:
sudo apt-get install build ...
Posted by bajer on Tue, 22 Oct 2019 12:18:15 -0700
Masking Operation of Image-Improving the Contrast of Image
The essence of mask:
The image of the original image and the mask mask are processed and transported, and the result image is obtained.
What is the operation of maps and masks?
In fact, each pixel in the image and each corresponding pixel in the mask are processed and operated.
For example: 1 & 1 = 1; 1 & 0 = 0;
For example, a 3* ...
Posted by vadercole on Sun, 13 Oct 2019 12:00:13 -0700
Opencv-Sharpening Enhancement (USM)
USM sharpening enhancement algorithm
Knowledge points
python code
c++ code
Knowledge points
USM sharpening enhancement algorithm
Image convolution processing to sharpen a common algorithm is called Unsharpen Mask method, the sharpening method is to make a blur on the original image, then subtrac ...
Posted by peppeto on Wed, 02 Oct 2019 11:41:16 -0700
Complete steps for installing tensorflow-gpu using Anaconda under Ubuntu 18.0.4
Environment: Ubuntu 18.0.4 X86_64
Anaconda X86_64
tensorflow-gpu=1.12.0
Step 1: Download Anaconda X86_64 to your specified path
1 | $ wget https://Repo.continuum.io/archive/Anaconda 2-4.2.0-Linux-x86_64.sh# 64-bit system
2 | $ wget https://Repo.continuum.io/archive/Anaconda 2-4.2.0-Linux-x86. ...
Posted by Brad on Mon, 30 Sep 2019 17:57:00 -0700