39 lines
1.3 KiB
Python
39 lines
1.3 KiB
Python
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import urllib.request
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import cv2
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import numpy as np
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import os
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def store_raw_images():
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blank_img = cv2.imread("thots_false/blank.jpg", cv2.IMREAD_GRAYSCALE)
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#thots
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#lnk = "http://www.image-net.org/api/text/imagenet.synset.geturls?wnid=n09972458"
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#not thots
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#lnk = "http://www.image-net.org/api/text/imagenet.synset.geturls?wnid=n00017222"
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lnk = "http://www.image-net.org/api/text/imagenet.synset.geturls?wnid=n04081281"
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neg_image_urls = urllib.request.urlopen(lnk).read().decode()
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n = 1273
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for image_url in neg_image_urls.split("\n"):
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try:
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n += 1
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if n >= 2000:
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break
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path = "thots_false/" + str(n) + ".jpg"
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print("\n")
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print(str(n) + "/" + str(len(neg_image_urls.split("\n"))))
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print(image_url)
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urllib.request.urlretrieve(image_url, path)
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img = cv2.imread(path, cv2.IMREAD_GRAYSCALE)
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if (img.shape == blank_img.shape):
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print("Blank Image Detected, deleting...")
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os.remove(path)
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continue
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rs_img = cv2.resize(img, (100, 100))
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cv2.imwrite("thots_false/" + str(n) + ".jpg", rs_img)
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print("Success")
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except Exception as e:
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print(str(e))
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store_raw_images()
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