All functions |
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image augmentations of a matrix, data frame, array or a list of 3-dimensional arrays (where the third dimension is equal to 3) |
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Gabor Feature Extraction |
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calculate the HOG (Histogram of oriented gradients) for an image |
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calculate the HOG (Histogram of oriented gradients) for a matrix, array or a folder of images |
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convert a list of matrices to an array of matrices |
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minimum and maximum values of vector, matrix, data frame or array |
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normalize a vector, matrix or array (in the range between 0 and 1) |
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Conversion of RGB to HSV colour type |
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Conversion of RGB to Lab colour type |
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zca whiten of an image |
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calculation of the 'average hash' of an image |
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convolution |
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crop an image |
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calculation of the 'dhash' of an image |
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Dilation or Erosion of an image |
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downsampling an image ( by a factor ) using gaussian blur |
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edge detection (Frei_chen, LoG, Prewitt, Roberts_cross, Scharr, Sobel) |
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flip image horizontally or vertically |
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Gamma correction |
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Get Affine Transform |
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calculate the binary or the hexadecimal hash for a matrix, array or a folder of images for the average_hash, phash or dhash functions |
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display an image |
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image thresholding |
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invariant hashing (caclulation of the hamming or the levenshtein distance when the image is flipped, rotated or cropped) |
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loads either 2- or 3-dimensional data (where the third dimension is equal to 3) from a binary file |
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Normalize a matrix to specific range of values |
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Padding of matrices or n-dimensional arrays with a user specified value |
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calculation of the 'phash' of an image |
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this function reads various types of images |
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resize an image using the 'nearest neighbors' or the 'bilinear' method |
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convert an RGB image to Gray |
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Rotate an image by 90, 180, 270 degrees |
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Rotate an image using the 'nearest' or 'bilinear' method |
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Bounding box for the superpixel labels |
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Bounding box for a subset of superpixel labels |
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SLIC and SLICO superpixel implementations |
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image translation |
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uniform filter (convolution with uniform kernel) |
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Verify that the input image extension is valid |
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Warp Affine |
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This function writes 2- or 3-dimensional image (where the third dimension is equal to 3) data to a file |