Spaces:
Sleeping
Sleeping
File size: 1,921 Bytes
4b26dc0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 |
'''
File: get_data.py
Project: PatternsRecognizer
Author: Milko Videv (milko.videv@thalesgroup.com)
-----
Last Modified: Friday, 1st March 2024 6:04:04 pm
Modified By: Milko Videv (milko.videv@thalesgroup.com>)
-----
Copyright 2017 - 2024, Thales DIS, MCS SSH
-----
HISTORY:
Date By Comments
---------- --- ---------------------------------------------------------
'''
from random import random
from fastdownload import download_url
from fastai.vision.all import *
from time import sleep
from fastbook import search_images_ddg
from fastcore.all import *
def search_images_fastbook(term, max_images=30):
print(f"Searching for {max_images} {term}")
return search_images_ddg(term, max_images=max_images)
def get_images(target_path, count, searches):
path = Path(target_path)
for o in searches:
dest = (path/o)
dest.mkdir(exist_ok=True, parents=True)
download_images(dest, urls=search_images_fastbook(f'{o} patterns images', max_images=count))
sleep(10)
resize_images(path/o, max_size=400, dest=path/o)
print(f"Checking for bad images ...")
failed = verify_images(get_image_files(path))
failed.map(Path.unlink)
print(f"Removed {len(failed)} bad images")
if __name__ == "__main__":
if len(sys.argv) < 3 or not sys.argv[2].isdigit():
print("Use: python get_data.py <target path> <images count> <one or more pattern kinds>\n")
print("Example: python get_data.py patterns 1 bulgarian indian japanese")
else:
target_path = sys.argv[1]
count = sys.argv[2]
searches = sys.argv[3:] if len(sys.argv) > 3 else "bulgarian"
if len(searches) == 0:
print(f"Nothing to search for. Exitting.")
sys.exit()
#print(target_path, int(count), searches)
get_images(target_path, int(count), searches) |