aardio的opencv库

Overview

opencv_aardio

dll库下载地址:https://github.com/xuncv/opencv-plugin/releases

import cv2
img = cv2.imread("./images/Lena.jpg",1)
img = cv2.medianBlur(img,5)
cv2.imshow( "窗口标题",img )
cv2.imwrite("result.jpg",img)
cv2.waitKey(0)

opencv具有500多个跨平台的图像处理函数,是目前应用最广的数字图像库。opencv历史发展过程中由C接口慢慢转向C++接口,使其他语言(python除外)调用opencv的难度增大。最近找到一个针对.NET的封装库项目OpenCvSharp ,对opencv的接口进行了重新封装,对opencv版本的跟进也很及时。

虽然这个库面向.NET,但其封装的接口对aardio异常友好。使用aardio调用dll时,甚至比.NET更简单方便。

比如Mat类作为参数时,.NET的实现是添加一个CvPtr成员,用来存储Mat指针,然后每次需取一次CvPtr作为dll接口的指针,一次api调用需要封装3次。aardio的实现就非常优雅,在mat类代码中只需修改下属性表,就可以让dll直接使用aardio的mat对象

_metaProperty = ..util.metaProperty(
		_topointer = function(){
			return owner.handle; 
		}
		...
)		

甚至不需要声明API接口,就可以直接调用API。

var imread = dll["imgcodecs_imread"];
imread(srcMat,1);

基于以上几点,我开始尝试使用aardio对opencv进行封装,接口实现上尽量接近opencv-python风格,降低学习成本。

aardio原生支持opencv,我希望能解决以下问题:

  1. 充分融合aardio的胶水特性,增强aardio图像处理能力。
  2. 结合aardio桌面优势,如制作上位机软件时可提高工程进度。
  3. 使opencv项目轻量化。(我的conda文件夹已经10+G了)。
  4. 提高opencv启动速度,在算法测试中提高效率。
  5. 实时窗体显示,便于调参。

2021年4月18日

You might also like...
Comments
  • 下载后提未错误putTextZH为NULL

    下载后提未错误putTextZH为NULL


    aardio:运行时错误

    错误行号:#4 文件:[string "import cv2..."]: 不支持此操作:call 定义类型:method(table) 名字:'putTextZH' 类型:null

    调用栈: [string "import cv2..."]:4: in main chunk

    确定

    opened by kwan3277 2
  • 提示:Cannot load library

    提示:Cannot load library

    已下载DLL放置在\lib\cv2.res,运行时提示:

    aardio:运行时错误

    文件:[string "import cv2..."] 错误行号:#1 错误:import cv2 failed :

    文件:...esktop\opencv_aardio-main\lib\cv2_.aardio 错误行号:#2 错误:Cannot load library '~/lib/cv2/.res/OpenCvSharpExtern.dll'.

    调用栈: [kernel]: in function 'import' [string "import cv2..."]:1: in main chunk

    确定

    是不是因为DLL文件下载的不对?系统win10x64

    opened by kwan3277 2
  • CV2默认库里的bitwise_or,bitwise_xor函数是否有个小BUG?

    CV2默认库里的bitwise_or,bitwise_xor函数是否有个小BUG?

    `bitwise_or = function(src1,src2,mask){ var dst = ..cv2.mat(); mask = mask ? (mask.cvPtr) var err = dll.core_bitwise_or(src1.cvPtr,src2.cvPtr.dst.cvPtr,null); //这里是否应该为:src2.cvPtr,dst.cvPtr,null return dst; }

    bitwise_xor = function(src1,src2,mask){ var dst = ..cv2.mat(); mask = mask ? (mask.cvPtr) var err = dll.core_bitwise_xor(src.cvPtr,src2.cvPtr,dst.cvPtr,null) //这里是否应该为src1.cvPtr,src2.cvPtr,dst.cvPtr,null return dst; }`

    改后调用正常,没改前总报错

    opened by zhhl99 1
  • 反馈几个问题

    反馈几个问题

    1、cv2.Mat 和 cv2.MatExpr 库 的库文件名,首字母未改为大写(mat.aardio matExpr.aardio),好像会造成传错参数后,无法弹出错误提示,直接退出的问题。 2、从 bitmap 创建 cv2.Mat 对象时,有些像素格式的图片显示不正常,我使用以下代码显示常见像素格式图片:

        //bitmap传入
        elseif(tArg == type.table && arg[["pBitmap"]]){
            var data = arg.lockMemory(,0x26200A);
            err,ret = dll.core_Mat_new8(arg.height,arg.width,0x18/*_CV_8UC4*/,data.Scan0,data.Stride,{ptr value});
            this.handle = ret.value;
            arg.unlockMemory(data);
        }
    

    3、cv2.Mat 对象 的toBitmap() 好像会造成内存泄漏(即使转换后,手动释放 cv2.Mat对象 和bitmap对象),我使用以下代码实现,暂时未发现内存大幅上涨的现象(转换后,手动释放 cv2.Mat对象 和bitmap对象)

    toBitmap = function(){
    	if(this.empty() or this.depth() != 0/*_CV_8U*/) return null;
        var pixelFormats = {
        	[1] = 0x30803;
        	[3] = 0x21808;
        	[4] = 0x26200A;
        }
        
        var pixelFormat = pixelFormats[this.channels()];
        var stride = this.step1();
        if(stride % 4 ){
        	stride = stride - (stride % 4 ) + 4;
        }
    	return ..gdip.bitmap( this.width,this.height,pixelFormat,this.data,stride );
    }
    
    opened by iycai 0
This pyhton script converts a pdf to Image then using tesseract as OCR engine converts Image to Text

Script_Convertir_PDF_IMG_TXT Este script de pyhton convierte un pdf en Imagen luego utilizando tesseract como motor OCR convierte la Imagen a Texto. p

alebogado 1 Jan 27, 2022
Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

Convolutional Recurrent Neural Network This software implements the Convolutional Recurrent Neural Network (CRNN), a combination of CNN, RNN and CTC l

Baoguang Shi 2k Dec 31, 2022
Unofficial implementation of "TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from Scanned Document Images"

TableNet Unofficial implementation of ICDAR 2019 paper : TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from

Jainam Shah 243 Dec 30, 2022
A machine learning software for extracting information from scholarly documents

GROBID GROBID documentation Visit the GROBID documentation for more detailed information. Summary GROBID (or Grobid, but not GroBid nor GroBiD) means

Patrice Lopez 1.9k Jan 08, 2023
This project is basically to draw lines with your hand, using python, opencv, mediapipe.

Paint Opencv 📷 This project is basically to draw lines with your hand, using python, opencv, mediapipe. Screenshoots 📱 Tools ⚙️ Python Opencv Mediap

Williams Ismael Bobadilla Torres 3 Nov 17, 2021
Tools for manipulating and evaluating the hOCR format for representing multi-lingual OCR results by embedding them into HTML.

hocr-tools About About the code Installation System-wide with pip System-wide from source virtualenv Available Programs hocr-check -- check the hOCR f

OCRopus 285 Dec 08, 2022
Introduction to image processing, most used and popular functions of OpenCV

👀 OpenCV 101 Introduction to image processing, most used and popular functions of OpenCV go here.

Vusal Ismayilov 3 Jul 02, 2022
Image augmentation for machine learning experiments.

imgaug This python library helps you with augmenting images for your machine learning projects. It converts a set of input images into a new, much lar

Alexander Jung 13.2k Jan 02, 2023
Apply different text recognition services to images of handwritten documents.

Handprint The Handwritten Page Recognition Test is a command-line program that invokes HTR (handwritten text recognition) services on images of docume

Caltech Library 117 Jan 02, 2023
Repository for Scene Text Detection with Supervised Pyramid Context Network with tensorflow.

Scene-Text-Detection-with-SPCNET Unofficial repository for [Scene Text Detection with Supervised Pyramid Context Network][https://arxiv.org/abs/1811.0

121 Oct 15, 2021
DouZero is a reinforcement learning framework for DouDizhu - 斗地主AI

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

Kwai 3.1k Jan 05, 2023
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

English | 简体中文 Introduction PaddleOCR aims to create multilingual, awesome, leading, and practical OCR tools that help users train better models and a

27.5k Jan 08, 2023
A fastai/PyTorch package for unpaired image-to-image translation.

Unpaired image-to-image translation A fastai/PyTorch package for unpaired image-to-image translation currently with CycleGAN implementation. This is a

Tanishq Abraham 120 Dec 02, 2022
Using Opencv ,based on Augmental Reality(AR) and will show the feature matching of image and then by finding its matching

Using Opencv ,this project is based on Augmental Reality(AR) and will show the feature matching of image and then by finding its matching ,it will just mask that image . This project ,if used in cctv

1 Feb 13, 2022
caffe re-implementation of R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection

R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection Abstract This is a caffe re-implementation of R2CNN: Rotational Region CNN fo

candler 80 Dec 28, 2021
Textboxes_plusplus implementation with Tensorflow (python)

TextBoxes++-TensorFlow TextBoxes++ re-implementation using tensorflow. This project is greatly inspired by slim project And many functions are modifie

81 Dec 07, 2022
EAST for ICPR MTWI 2018 Challenge II (Text detection of network images)

EAST_ICPR2018: EAST for ICPR MTWI 2018 Challenge II (Text detection of network images) Introduction This is a repository forked from argman/EAST for t

QichaoWu 49 Dec 24, 2022
ocroseg - This is a deep learning model for page layout analysis / segmentation.

ocroseg This is a deep learning model for page layout analysis / segmentation. There are many different ways in which you can train and run it, but by

NVIDIA Research Projects 71 Dec 06, 2022
How to detect objects in real time by using Jupyter Notebook and Neural Networks , by using Yolo3

Real Time Object Recognition From your Screen Desktop . In this post, I will explain how to build a simply program to detect objects from you desktop

Ruslan Magana Vsevolodovna 2 Sep 28, 2022
A real-time dolly zoom camera effect

Dolly-Zoom I've always been amazed by the gradual perspective change of dolly zoom, and I have some experience in python and OpenCV, so I decided to c

Dylan Kai Lau 52 Dec 08, 2022