Datasets:
Tags:
License:
| import os | |
| import constants | |
| import numpy as np | |
| from scipy import misc, ndimage | |
| def resize(image, dim1, dim2): | |
| return misc.imresize(image, (dim1, dim2)) | |
| def fileWalk(directory, destPath): | |
| try: | |
| os.makedirs(destPath) | |
| except OSError: | |
| if not os.path.isdir(destPath): | |
| raise | |
| for subdir, dirs, files in os.walk(directory): | |
| for file in files: | |
| if len(file) <= 4 or file[-4:] != '.jpg': | |
| continue | |
| pic = misc.imread(os.path.join(subdir, file)) | |
| dim1 = len(pic) | |
| dim2 = len(pic[0]) | |
| if dim1 > dim2: | |
| pic = np.rot90(pic) | |
| picResized = resize(pic,constants.DIM1, constants.DIM2) | |
| misc.imsave(os.path.join(destPath, file), picResized) | |
| def main(): | |
| prepath = os.path.join(os.getcwd(), 'dataset-original') | |
| glassDir = os.path.join(prepath, 'glass') | |
| paperDir = os.path.join(prepath, 'paper') | |
| cardboardDir = os.path.join(prepath, 'cardboard') | |
| plasticDir = os.path.join(prepath, 'plastic') | |
| metalDir = os.path.join(prepath, 'metal') | |
| trashDir = os.path.join(prepath, 'trash') | |
| destPath = os.path.join(os.getcwd(), 'dataset-resized') | |
| try: | |
| os.makedirs(destPath) | |
| except OSError: | |
| if not os.path.isdir(destPath): | |
| raise | |
| #GLASS | |
| fileWalk(glassDir, os.path.join(destPath, 'glass')) | |
| #PAPER | |
| fileWalk(paperDir, os.path.join(destPath, 'paper')) | |
| #CARDBOARD | |
| fileWalk(cardboardDir, os.path.join(destPath, 'cardboard')) | |
| #PLASTIC | |
| fileWalk(plasticDir, os.path.join(destPath, 'plastic')) | |
| #METAL | |
| fileWalk(metalDir, os.path.join(destPath, 'metal')) | |
| #TRASH | |
| fileWalk(trashDir, os.path.join(destPath, 'trash')) | |
| if __name__ == '__main__': | |
| main() |