blocks

imagepypelines.builtin_blocks Package

Classes

Add(term)
Array2Stream()
BlockViewer([pause_time, FFT, normalize, …]) Block to view pipeline images,
CameraBlock([device, fourcc, mode]) block to retrieve imagery from a camera
Color2Gray([order]) Block to convert color imagery to greyscale imagery
Divide(divisor)
FFT() Block to calculate a fast fourier transform on input imagery
Lowpass(cut_off[, filter_type, …]) Block to apply a lowpass filter to a Fourier transform
Highpass(cut_off[, filter_type, …]) Block to apply a highpass filter to a Fourier transform
Flatten()
FTP(host, user, passwd[, remote_cwd, tls, …])
Gray2Color() stacks copies of a 2D array into a 3D image to convert to a grayscale
IFFT([discard_imaginary]) Block to calculate an inverse fast fourier transform on input imagery
ImageLoader() Block to load in imagery from filenames Reads in an image using an input filename
MultilayerPerceptron([neurons, dropout, …]) Simple Neural Network Classifier to predict the label of input features
Multiply(term)
Normalize([a, b])
Orb([n_keypoints]) Block to calculate ORB features upon input grayscale imagery
PCA(n_components[, random_state])
PngCompress()
PretrainedNetwork([network, pooling_type]) Block to extract features from pretrained neural networks
Resizer(to_height, to_width[, interpolation])
Subtract(term)
SupportVectorMachine(kernel[, C]) general support vector machine classifier
LinearSvm([C])
RbfSvm([C])
PolySvm([C])
SigmoidSvm([C])
Otsu([min, max])
WriterBlock(output_dir[, base_filename, …]) Block that operates as a system that saves single frames to a specified output directory.

Class Inheritance Diagram

Inheritance diagram of imagepypelines.builtin_blocks.Add.Add, imagepypelines.builtin_blocks.Array2Stream.Array2Stream, imagepypelines.builtin_blocks.BlockViewer.BlockViewer, imagepypelines.builtin_blocks.CameraBlock.CameraBlock, imagepypelines.builtin_blocks.Color2Gray.Color2Gray, imagepypelines.builtin_blocks.Divide.Divide, imagepypelines.builtin_blocks.FFT.FFT, imagepypelines.builtin_blocks.Filters.Lowpass, imagepypelines.builtin_blocks.Filters.Highpass, imagepypelines.builtin_blocks.Flatten.Flatten, imagepypelines.builtin_blocks.FTP.FTP, imagepypelines.builtin_blocks.Gray2Color.Gray2Color, imagepypelines.builtin_blocks.IFFT.IFFT, imagepypelines.builtin_blocks.ImageLoader.ImageLoader, imagepypelines.builtin_blocks.MultilayerPerceptron.MultilayerPerceptron, imagepypelines.builtin_blocks.Multiply.Multiply, imagepypelines.builtin_blocks.Normalize.Normalize, imagepypelines.builtin_blocks.Orb.Orb, imagepypelines.builtin_blocks.PCA.PCA, imagepypelines.builtin_blocks.PngCompress.PngCompress, imagepypelines.builtin_blocks.PretrainedNetwork.PretrainedNetwork, imagepypelines.builtin_blocks.Resizer.Resizer, imagepypelines.builtin_blocks.Subtract.Subtract, imagepypelines.builtin_blocks.SupportVectorMachines.SupportVectorMachine, imagepypelines.builtin_blocks.SupportVectorMachines.LinearSvm, imagepypelines.builtin_blocks.SupportVectorMachines.RbfSvm, imagepypelines.builtin_blocks.SupportVectorMachines.PolySvm, imagepypelines.builtin_blocks.SupportVectorMachines.SigmoidSvm, imagepypelines.builtin_blocks.Thresholding.Otsu, imagepypelines.builtin_blocks.WriterBlock.WriterBlock