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dbimutils.py
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dbimutils.py
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# DanBooru IMage Utility functions, borrowed from
# https://github.com/toriato/stable-diffusion-webui-wd14-tagger/blob/master/tagger/dbimutils.py
import cv2
import numpy as np
from PIL import Image
def smart_imread(img, flag=cv2.IMREAD_UNCHANGED):
if img.endswith(".gif"):
img = Image.open(img)
img = img.convert("RGB")
img = cv2.cvtColor(np.array(img), cv2.COLOR_RGB2BGR)
else:
img = cv2.imread(img, flag)
return img
def smart_24bit(img):
if img.dtype is np.dtype(np.uint16):
img = (img / 257).astype(np.uint8)
if len(img.shape) == 2:
img = cv2.cvtColor(img, cv2.COLOR_GRAY2BGR)
elif img.shape[2] == 4:
trans_mask = img[:, :, 3] == 0
img[trans_mask] = [255, 255, 255, 255]
img = cv2.cvtColor(img, cv2.COLOR_BGRA2BGR)
return img
def make_square(img, target_size):
old_size = img.shape[:2]
desired_size = max(old_size)
desired_size = max(desired_size, target_size)
delta_w = desired_size - old_size[1]
delta_h = desired_size - old_size[0]
top, bottom = delta_h // 2, delta_h - (delta_h // 2)
left, right = delta_w // 2, delta_w - (delta_w // 2)
color = [255, 255, 255]
new_im = cv2.copyMakeBorder(
img, top, bottom, left, right, cv2.BORDER_CONSTANT, value=color
)
return new_im
def smart_resize(img, size):
# Assumes the image has already gone through make_square
if img.shape[0] > size:
img = cv2.resize(img, (size, size), interpolation=cv2.INTER_AREA)
elif img.shape[0] < size:
img = cv2.resize(img, (size, size), interpolation=cv2.INTER_CUBIC)
return img