Multilingual-VQA / resize_images.py
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Resize CC12M images
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import cv2
import os
# A function to resize the images with longer side to num_pixels pixels with cubic interpolation and save to a new directory
def resize_images(path, new_path, num_pixels=300):
if not os.path.exists(new_path):
os.makedirs(new_path)
for filename in os.listdir(path):
if not filename.startswith(".") and (
filename.endswith(".jpg")
or filename.endswith(".jpeg")
or filename.endswith(".png")
):
img = cv2.imread(os.path.join(path, filename))
height, width, channels = img.shape
if height > width:
new_height = num_pixels
new_width = int(width * new_height / height)
else:
new_width = num_pixels
new_height = int(height * new_width / width)
img = cv2.resize(
img, (new_width, new_height), interpolation=cv2.INTER_CUBIC
)
cv2.imwrite(os.path.join(new_path, filename), img)
# resize_images('./images/val2014', './resized_images/val2014')
# resize_images("./misc/article", "./misc/article/resized", 500)
resize_images("./cc12m_data/images_vqa", "./cc12m_data/resized_images_vqa", 500)