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draw_genarated_mask.py
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229 lines (207 loc) · 13.7 KB
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import numpy as np
from paramater import *
from generate_text import *
from generate_block import *
import cv2
import argparse
import random
from PIL import Image, ImageDraw, ImageFont
def add_arguments(parser):
parser.add_argument("-image_width", type=int, default=IMAGE_WIDTH)
parser.add_argument("-image_height", type=int, default=IMAGE_HEIGHT)
parser.add_argument("-data_dir", type=str, default=DATA_DIR)
parser.add_argument("-out_dir", type=str, default=OUT_DIR)
return parser
def main(arg):
img_w = arg.image_width
img_h = arg.image_height
# Initilize generate blocks
generate_block = GenerateBlock(img_w, img_h)
generate_component = GenerateComponent()
generate_text = GenrateText()
blocks = generate_block.random_bbxs()
index = 0
for sub_block in blocks:
index += 1
cpn_blocks = []
lb_blocks = []
for block in sub_block:
(min_x, min_y, max_x, max_y) = block
components, labels = generate_component.layout_block(min_x, min_y, max_x, max_y)
print("len pcn = " + str(len(components)) + " len lbs = " + str(len(labels)))
cpn_blocks.append(components)
lb_blocks.append(labels)
idx = 0
for i1, cpn1 in enumerate(cpn_blocks[idx]):
for i2, cpn2 in enumerate(cpn_blocks[idx + 1]):
for i3, cpn3 in enumerate(cpn_blocks[idx + 2]):
if len(cpn_blocks) - 1 == idx + 2:
bbxs = []
img = np.full((img_h, img_w, 3), 255, dtype=np.uint8)
bbxs.extend(cpn1)
bbxs.extend(cpn2)
bbxs.extend(cpn3)
lbs = []
lbs.extend(lb_blocks[idx + 0][i1])
lbs.extend(lb_blocks[idx + 1][i2])
lbs.extend(lb_blocks[idx + 2][i3])
img = generate_text.draw_bbxs(img, bbxs, lbs)
index += 1
cv2.imwrite(OUT_DIR + "mask" + str(index) + ".png", img)
else:
for i4, cpn4 in enumerate(cpn_blocks[idx + 3]):
if len(cpn_blocks) - 1 == idx + 3:
bbxs = []
# img = np.zeros((img_h, img_w, 3), np.uint8)
img = np.full((img_h, img_w, 3), 255, dtype=np.uint8)
bbxs.extend(cpn1)
bbxs.extend(cpn2)
bbxs.extend(cpn3)
bbxs.extend(cpn4)
lbs = []
lbs.extend(lb_blocks[idx + 0][i1])
lbs.extend(lb_blocks[idx + 1][i2])
lbs.extend(lb_blocks[idx + 2][i3])
lbs.extend(lb_blocks[idx + 3][i4])
img = generate_text.draw_bbxs(img, bbxs, lbs)
index += 1
cv2.imwrite(OUT_DIR + "mask" + str(index) + ".png", img)
else:
for i5, cpn5 in enumerate(cpn_blocks[idx + 4]):
if len(cpn_blocks) - 1 == idx + 4:
bbxs = []
img = np.full((img_h, img_w, 3), 255, dtype=np.uint8)
bbxs.extend(cpn1)
bbxs.extend(cpn2)
bbxs.extend(cpn3)
bbxs.extend(cpn4)
bbxs.extend(cpn5)
lbs = []
lbs.extend(lb_blocks[idx + 0][i1])
lbs.extend(lb_blocks[idx + 1][i2])
lbs.extend(lb_blocks[idx + 2][i3])
lbs.extend(lb_blocks[idx + 3][i4])
lbs.extend(lb_blocks[idx + 4][i5])
img = generate_text.draw_bbxs(img, bbxs, lbs)
index += 1
cv2.imwrite(OUT_DIR + "mask" + str(index) + ".png", img)
else:
for i6, cpn6 in enumerate(cpn_blocks[idx + 5]):
if len(cpn_blocks) - 1 == idx + 5:
bbxs = []
img = np.full((img_h, img_w, 3), 255, dtype=np.uint8)
bbxs.extend(cpn1)
bbxs.extend(cpn2)
bbxs.extend(cpn3)
bbxs.extend(cpn4)
bbxs.extend(cpn5)
bbxs.extend(cpn6)
lbs = []
lbs.extend(lb_blocks[idx + 0][i1])
lbs.extend(lb_blocks[idx + 1][i2])
lbs.extend(lb_blocks[idx + 2][i3])
lbs.extend(lb_blocks[idx + 3][i4])
lbs.extend(lb_blocks[idx + 4][i5])
lbs.extend(lb_blocks[idx + 5][i6])
img = generate_text.draw_bbxs(img, bbxs, lbs)
index += 1
cv2.imwrite(OUT_DIR + "mask" + str(index) + ".png", img)
else:
for i7, cpn7 in enumerate(cpn_blocks[idx + 6]):
if len(cpn_blocks) - 1 == idx + 6:
bbxs = []
img = np.full((img_h, img_w, 3), 255, dtype=np.uint8)
bbxs.extend(cpn1)
bbxs.extend(cpn2)
bbxs.extend(cpn3)
bbxs.extend(cpn4)
bbxs.extend(cpn5)
bbxs.extend(cpn6)
bbxs.extend(cpn7)
lbs = []
lbs.extend(lb_blocks[idx + 0][i1])
lbs.extend(lb_blocks[idx + 1][i2])
lbs.extend(lb_blocks[idx + 2][i3])
lbs.extend(lb_blocks[idx + 3][i4])
lbs.extend(lb_blocks[idx + 4][i5])
lbs.extend(lb_blocks[idx + 5][i6])
lbs.extend(lb_blocks[idx + 6][i7])
img = generate_text.draw_bbxs(img, bbxs, lbs)
index += 1
cv2.imwrite(OUT_DIR + "mask" + str(index) + ".png", img)
else:
for i8, cpn8 in enumerate(cpn_blocks[idx + 7]):
if len(cpn_blocks) - 1 == idx + 7:
bbxs = []
img = np.full((img_h, img_w, 3), 255, dtype=np.uint8)
bbxs.extend(cpn1)
bbxs.extend(cpn2)
bbxs.extend(cpn3)
bbxs.extend(cpn4)
bbxs.extend(cpn5)
bbxs.extend(cpn6)
bbxs.extend(cpn7)
bbxs.extend(cpn8)
lbs = []
lbs.extend(lb_blocks[idx + 0][i1])
lbs.extend(lb_blocks[idx + 1][i2])
lbs.extend(lb_blocks[idx + 2][i3])
lbs.extend(lb_blocks[idx + 3][i4])
lbs.extend(lb_blocks[idx + 4][i5])
lbs.extend(lb_blocks[idx + 5][i6])
lbs.extend(lb_blocks[idx + 6][i7])
lbs.extend(lb_blocks[idx + 7][i8])
img = generate_text.draw_bbxs(img, bbxs, lbs)
index += 1
cv2.imwrite(OUT_DIR + "mask" + str(index) + ".png",
img)
else:
for i9, cpn9 in enumerate(cpn_blocks[idx + 8]):
if len(cpn_blocks) - 1 == idx + 8:
bbxs = []
img = np.full((img_h, img_w, 3), 255,
dtype=np.uint8)
bbxs.extend(cpn1)
bbxs.extend(cpn2)
bbxs.extend(cpn3)
bbxs.extend(cpn4)
bbxs.extend(cpn5)
bbxs.extend(cpn6)
bbxs.extend(cpn7)
bbxs.extend(cpn8)
bbxs.extend(cpn9)
lbs = []
lbs.extend(lb_blocks[idx + 0][i1])
lbs.extend(lb_blocks[idx + 1][i2])
lbs.extend(lb_blocks[idx + 2][i3])
lbs.extend(lb_blocks[idx + 3][i4])
lbs.extend(lb_blocks[idx + 4][i5])
lbs.extend(lb_blocks[idx + 5][i6])
lbs.extend(lb_blocks[idx + 6][i7])
lbs.extend(lb_blocks[idx + 7][i8])
lbs.extend(lb_blocks[idx + 8][i9])
img = generate_text.draw_bbxs(img, bbxs, lbs)
index += 1
cv2.imwrite(
OUT_DIR + "mask" + str(index) + ".png",
img)
# cv2.imwrite(OUT_DIR + "mask" + ".png", img)
print(img_w, img_h)
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser = add_arguments(parser)
args = parser.parse_args()
print(args)
main(args)
# font = cv2.FONT_HERSHEY_PLAIN
# bottomLeftCornerOfText = (500, 100)
# fontScale = 2
# fontColor = (255, 255, 255)
# lineType = 1
#
# cv2.putText(img, 'Hello World!',
# bottomLeftCornerOfText,
# font,
# fontScale,
# fontColor,
# lineType)