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"""File to preprocess images""" | |
import os | |
from PIL import Image | |
def get_images(folder: str) -> list: | |
"""Get images from a folder | |
Args: | |
folder (str): path to the folder | |
Returns: | |
images: list of images in the folder | |
""" | |
images = [] | |
extetntions = [".png", ".jpeg", ".jpg"] | |
for filename in os.listdir(folder): | |
if any(filename.endswith(ext) for ext in extetntions): | |
images.append(os.path.join(folder, filename)) | |
return images | |
def resize_image(img_path: str, target_w: int = 200, target_h: int = 200) -> Image.Image: | |
"""Resize an image | |
Args: | |
img_path (str): path to the image | |
target_w (int): int to resize the width of the image | |
target_h (int): int to resize the height of the image | |
Returns: | |
img: resized images | |
""" | |
img = Image.open(img_path) | |
img = img.resize((target_w, target_h)) | |
return img | |
def get_image_caption(image_path): | |
"""Get the caption of an image | |
Args: | |
image_path (str): path to the image | |
Returns: | |
image_path: caption of the image | |
""" | |
image_path = image_path.split("/")[-1] | |
image_path = image_path.split(".")[0] | |
return image_path | |