Image augmeantation and preprocessing tool
Project description
Overview: PixelP (PixelProcessor) is an image augmentation and preprocessing package.This tool has 3 functions idg,create_gray_data and create_color_data
1.idg():Augments new images Arguements : Data_path - Path to source folder CATEGORIES - Name of folders inside parent source folder Data_out - Path to output folder rotrange - Rotation range varying from 0-360 wshift - Width shift 0-1 hshift - Height shift 0-1 srange - Shear Range 0-1 zoom - Zoom Range 0.1 hflip - horizontal flip TRUE or FALSE fill - Fill Mode 'wrap','nearest','constant','reflect'
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create_gray_data():Turns image to grayscale and reshapes to user defined size Arguements : IMG_SIZE - no. of pixels (pixel x pixel) training_data - empty list [] Data_train - Path to images CATEGORIES - Name of folders inside parent source folder
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create_color_data():reshapes to user defined size Arguements : IMG_SIZE - no. of pixels (pixel x pixel) training_data - empty list [] Data_train - Path to images CATEGORIES - Name of folders inside parent source folder
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