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Image processing for agriculture



agriculture



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  Take a photo from a webcam






1072 x 1500

pexels-nadi-lindsay-4982878.jpg







Average image color




205
164
132


Main color




204
163
131


Color pallet



215
166
126

251
213
190

240
199
169

242
188
142

203
171
146

250
213
187

211
175
153

187
136
91

218
173
152

178
134
95

234
167
89

206
168
145

150
116
89

181
120
53

205
178
167

175
145
119

174
156
144

180
132
92

235
219
219

222
167
126



Average Optical Density




214
173
137


EXIF metadata



  Exif




























  Drop an image






Original


|


Convolution


|


Filter (Convolution)


|


Result

Original


|


|


|


Filter (Original)


|


Result



  Apply the filter on the image in Shades of Gray

  3 Average

  Luminance 709

709 Relating to "true" or natural colors

0.2125 * R + 0.7154 * G + 0.0721 * B

  Luminance 601

601 For non-linear colors, i.e. with gamma correction (image seen from a video screen)

0.299 * R + 0.587 * G + 0.114 * B



  Apply the filter on the color image

  Show histograms


  Thumbnails


  Convolution applied to an image


  Grayscale applied to an image


  Negative


  Image Chromacity


  Floyd Steinberg dithering


  Reduced color palette


  Channels


AI - Edge detection



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  Laplacian of Gaussian Edge detection


  Mexican hat edge detection


  Gaussian difference edge detection


  Marr-heldreth edge detection


  Object edge detection


  Edge detection in a binary image


AI - Corner detection




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AI - Computer Vision

Imperative : the image must be in color

  Threshold of skin regions according to RGB space

Imperative : the image must be in color

  Segmentation of skin regions


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  Fourier Butterworth filter

  Fourier Gaussian filter




  Low, high and band pass filter applied to an image


  Line filtering with a low, high and band pass filter applied to an image


Straight and curved lines

Fast Free image provided by pexel.com
Free image provided by pexel.com


AI - 3D



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Television Color Space


  RGB to YIQ standard NTSC


It is the basic encoding of analog television, it is used in NTSC and PAL.


  RGB to YUV


This color space is an international YUV standard, it is used in digital television and also in compression (JPEG).


  RGB to YCbCr international standard of YUV
  Mathematical functions applied to an image


  Variance applied to an image


  RGB to XYZ standard illuminant D65


  RGB to LAB


  RGB to LUV


  RGB to CMY


  RGB to HSV


  XYZ to standard RGB


  Crop an image using the barycenter


Fast Free image provided by pexel.com
Free image provided by pexel.com


  Multiplication applied to an image


  Pixelisation appliquée à une image


  (Min, Max, Average) Pooling


  Exposure applied to an image


  Sepia


  elodees 002 (Noise an image)


  Denoising of speckle applied to an image


  Denoising KUWAHARA applied to an image


  elodees 003 (Contrast)


  elodees 004 (Contrast)


  Pastel


  White balance


  Vibrance applied to an image


  Opacity applied to an image


  Hue applied to an image


  HSL adjustment applied to an image


  Different levels of gray applied to an image


  Majority applied to a binary image


  Erosion applied to a binary image


  Dilation applied to a binary image


  Aperture applied to an image


  Closure applied to an image


  Morphological gradient applied to an image


  White top hat applied to an image


  Black top hat applied to an image


  Saturation and desaturation applied to an image


  Histogram equalization applied to an image


  elodees 001


  Homomorphism applied to an image


  Histogram spread applied to an image


  Expanding the dynamic applied to an image


  Logarithmic correction applied to an image


  Linear correction applied to an image


  Cumulative sum of the histogram applied to an image


  Contrast applied to an image


  Gamma correction applied to an image


  Brightness applied to an image


  Gabor applied to an image


  Morlet applied to an image


  Meyer appliqué à une image


  SinC applied to an image


  Shannon applied to an image


  Gaussian applied to an image


  Exponential applied to an image


  Median applied to an image


  Average applied to an image


  Difference applied to an image


  Min Max applied to an image


  Solarization applied to an image


  Threshold applied to an image


  Global thresholding by cumulative histogram applied to an image


  Global two-threshold thresholding per cumulative histogram applied to an image


  Detection of segments and curves in an image


  Swapping RGB color settings


  Fade between two images


  Subtraction of two images


  Addition of two images


  Division of two images


  Hitogram matching


  Choice of picture



  agriculture-gce7c5d3ff_1920.jpg

  grapes-g08bfe724f_1920.jpg

  pexels-alexas-fotos-2255459.jpg

  pexels-karolina-grabowska-4197447.jpg

  pexels-nadi-lindsay-4982878.jpg

  pexels-tomas-anunziata-3876417.jpg


  Choose the image to subtract, add, multiply, divide, ...




Init


Analysis of an AI's field of view





Zoom

license : MITlicenseMIT  Copyright (c) 2017 Andrii Malaman


Pure JavaScript utility for desktop browsers for image zoom on mouse hover. No external dependencies required - GitHub



2d chart

license : MITlicenseMIT  Copyright (c) 2014-2021 Chart.js Contributors


Simple yet flexible JavaScript charting for designers & developers - GitHub



D3: Data-Driven Documents

License: ISCLicenseISC  Copyright 2010-2022 Mike Bostock


D3 (or D3.js) is a JavaScript library for visualizing data using web standards. D3 helps you bring data to life using SVG, Canvas and HTML. D3 combines powerful visualization and interaction techniques with a data-driven approach to DOM manipulation, giving you the full capabilities of modern browsers and the freedom to design the right visual interface for your data - GitHub



vis-graph3d

license : MITlicenseMIT  Copyright (c) 2014-2017 Almende B.V.     &     LicenseLicenseApache-2.0Apache-2.0


Graph3d is an interactive visualization chart to draw data in a three dimensional graph. You can freely move and zoom in the graph by dragging and scrolling in the window. Graph3d also supports animation of a graph - GitHub











Welcome, my name is Eric Soupet and I am the administrator of the site elodees.com. elodees.com is a state of the art of Artificial Intelligence and aims to be collaborative, you can now offer content such as articles, events, tutorials, ... so don't hesitate !

Platform images credit : Pixabay - Pixabay License | Pexels - Pexels License