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May 10, 2020 09:59
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We can using 'Download All Images' chrome extentions to get images from the google. Here i have shared some images process code
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#Get images from the google | |
#Remove PNG images | |
import glob | |
import pathlib | |
for file in glob.glob('frames/*.png'): | |
path = pathlib.Path(file) | |
path.unlink() | |
#Rename your images files form the image directory | |
import os | |
os.getcwd() | |
collection = "images/cat" | |
for i, filename in enumerate(os.listdir(collection)): | |
print(filename) | |
os.rename(collection + "/" + filename, collection + "/cat" + str(i) + ".jpg") | |
#Get Images from the video | |
from detecto.utils import split_video | |
split_video('images/dog.mp4', 'images/dog/', step_size=10) | |
#If you have own images, need to compress the images | |
from PIL import Image | |
import os | |
import argparse | |
def rescale_images(directory, size): | |
for img in os.listdir(directory): | |
im = Image.open(directory+img) | |
im_resized = im.resize(size, Image.ANTIALIAS) | |
im_resized.save(directory+img) | |
if __name__ == '__main__': | |
parser = argparse.ArgumentParser(description="Rescale images") | |
parser.add_argument('-d', '--directory', type=str, required=True, help='Directory containing the images') | |
parser.add_argument('-s', '--size', type=int, nargs=2, required=True, metavar=('width', 'height'), help='Image size') | |
args = parser.parse_args() | |
rescale_images(args.directory, args.size) | |
##run this command | |
##python your_python_file -d images/ -s 800 600 |
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