Spaces:
Running
on
L40S
Running
on
L40S
File size: 18,153 Bytes
4450790 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 |
#---------------------------------------------------------------------------------------------------------------------#
# Comfyroll Studio custom nodes by RockOfFire and Akatsuzi https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes
# for ComfyUI https://github.com/comfyanonymous/ComfyUI
#---------------------------------------------------------------------------------------------------------------------#
import numpy as np
import torch
import os
import random
from PIL import Image, ImageDraw, ImageFont, ImageOps, ImageEnhance
from ..config import color_mapping
font_dir = os.path.join(os.path.dirname(os.path.dirname(os.path.realpath(__file__))), "fonts")
file_list = [f for f in os.listdir(font_dir) if os.path.isfile(os.path.join(font_dir, f)) and f.lower().endswith(".ttf")]
def tensor2pil(image):
return Image.fromarray(np.clip(255. * image.cpu().numpy().squeeze(), 0, 255).astype(np.uint8))
def pil2tensor(image):
return torch.from_numpy(np.array(image).astype(np.float32) / 255.0).unsqueeze(0)
def align_text(align, img_height, text_height, text_pos_y, margins):
if align == "center":
text_plot_y = img_height / 2 - text_height / 2 + text_pos_y
elif align == "top":
text_plot_y = text_pos_y + margins
elif align == "bottom":
text_plot_y = img_height - text_height + text_pos_y - margins
return text_plot_y
def justify_text(justify, img_width, line_width, margins):
if justify == "left":
text_plot_x = 0 + margins
elif justify == "right":
text_plot_x = img_width - line_width - margins
elif justify == "center":
text_plot_x = img_width/2 - line_width/2
return text_plot_x
def get_text_size(draw, text, font):
bbox = draw.textbbox((0, 0), text, font=font)
# Calculate the text width and height
text_width = bbox[2] - bbox[0]
text_height = bbox[3] - bbox[1]
return text_width, text_height
def draw_masked_text(text_mask, text,
font_name, font_size,
margins, line_spacing,
position_x, position_y,
align, justify,
rotation_angle, rotation_options):
# Create the drawing context
draw = ImageDraw.Draw(text_mask)
# Define font settings
font_folder = "fonts"
font_file = os.path.join(font_folder, font_name)
resolved_font_path = os.path.join(os.path.dirname(os.path.dirname(os.path.realpath(__file__))), font_file)
font = ImageFont.truetype(str(resolved_font_path), size=font_size)
# Split the input text into lines
text_lines = text.split('\n')
# Calculate the size of the text plus padding for the tallest line
max_text_width = 0
max_text_height = 0
for line in text_lines:
# Calculate the width and height of the current line
line_width, line_height = get_text_size(draw, line, font)
line_height = line_height + line_spacing
max_text_width = max(max_text_width, line_width)
max_text_height = max(max_text_height, line_height)
# Get the image width and height
image_width, image_height = text_mask.size
image_center_x = image_width / 2
image_center_y = image_height / 2
text_pos_y = position_y
sum_text_plot_y = 0
text_height = max_text_height * len(text_lines)
for line in text_lines:
# Calculate the width of the current line
line_width, _ = get_text_size(draw, line, font)
# Get the text x and y positions for each line
text_plot_x = position_x + justify_text(justify, image_width, line_width, margins)
text_plot_y = align_text(align, image_height, text_height, text_pos_y, margins)
# Add the current line to the text mask
draw.text((text_plot_x, text_plot_y), line, fill=255, font=font)
text_pos_y += max_text_height # Move down for the next line
sum_text_plot_y += text_plot_y # Sum the y positions
# Calculate centers for rotation
text_center_x = text_plot_x + max_text_width / 2
text_center_y = sum_text_plot_y / len(text_lines)
if rotation_options == "text center":
rotated_text_mask = text_mask.rotate(rotation_angle, center=(text_center_x, text_center_y))
elif rotation_options == "image center":
rotated_text_mask = text_mask.rotate(rotation_angle, center=(image_center_x, image_center_y))
return rotated_text_mask
def draw_text_on_image(draw, y_position, bar_width, bar_height, text, font, text_color, font_outline):
# Calculate the width and height of the text
text_width, text_height = get_text_size(draw, text, font)
if font_outline == "thin":
outline_thickness = text_height // 40
elif font_outline == "thick":
outline_thickness = text_height // 20
elif font_outline == "extra thick":
outline_thickness = text_height // 10
outline_color = (0, 0, 0)
text_lines = text.split('\n')
if len(text_lines) == 1:
x = (bar_width - text_width) // 2
y = y_position + (bar_height - text_height) // 2 - (bar_height * 0.10)
if font_outline == "none":
draw.text((x, y), text, fill=text_color, font=font)
else:
draw.text((x, y), text, fill=text_color, font=font, stroke_width=outline_thickness, stroke_fill='black')
elif len(text_lines) > 1:
# Calculate the width and height of the text
text_width, text_height = get_text_size(draw, text_lines[0], font)
x = (bar_width - text_width) // 2
y = y_position + (bar_height - text_height * 2) // 2 - (bar_height * 0.15)
if font_outline == "none":
draw.text((x, y), text_lines[0], fill=text_color, font=font)
else:
draw.text((x, y), text_lines[0], fill=text_color, font=font, stroke_width=outline_thickness, stroke_fill='black')
# Calculate the width and height of the text
text_width, text_height = get_text_size(draw, text_lines[1], font)
x = (bar_width - text_width) // 2
y = y_position + (bar_height - text_height * 2) // 2 + text_height - (bar_height * 0.00)
if font_outline == "none":
draw.text((x, y), text_lines[1], fill=text_color, font=font)
else:
draw.text((x, y), text_lines[1], fill=text_color, font=font, stroke_width=outline_thickness, stroke_fill='black')
def get_font_size(draw, text, max_width, max_height, font_path, max_font_size):
# Adjust the max-width to allow for start and end padding
max_width = max_width * 0.9
# Start with the maximum font size
font_size = max_font_size
font = ImageFont.truetype(str(font_path), size=font_size)
# Get the first two lines
text_lines = text.split('\n')[:2]
if len(text_lines) == 2:
font_size = min(max_height//2, max_font_size)
font = ImageFont.truetype(str(font_path), size=font_size)
# Calculate max text width and height with the current font
max_text_width = 0
longest_line = text_lines[0]
for line in text_lines:
# Calculate the width and height of the current line
line_width, line_height = get_text_size(draw, line, font)
if line_width > max_text_width:
longest_line = line
max_text_width = max(max_text_width, line_width)
# Calculate the width and height of the text
text_width, text_height = get_text_size(draw, text, font)
# Decrease the font size until it fits within the bounds
while max_text_width > max_width or text_height > 0.88 * max_height / len(text_lines):
font_size -= 1
font = ImageFont.truetype(str(font_path), size=font_size)
max_text_width, text_height = get_text_size(draw, longest_line, font)
return font
def hex_to_rgb(hex_color):
hex_color = hex_color.lstrip('#') # Remove the '#' character, if present
r = int(hex_color[0:2], 16)
g = int(hex_color[2:4], 16)
b = int(hex_color[4:6], 16)
return (r, g, b)
def text_panel(image_width, image_height, text,
font_name, font_size, font_color,
font_outline_thickness, font_outline_color,
background_color,
margins, line_spacing,
position_x, position_y,
align, justify,
rotation_angle, rotation_options):
"""
Create an image with text overlaid on a background.
Returns:
PIL.Image.Image: Image with text overlaid on the background.
"""
# Create PIL images for the text and background layers and text mask
size = (image_width, image_height)
panel = Image.new('RGB', size, background_color)
# Draw the text on the text mask
image_out = draw_text(panel, text,
font_name, font_size, font_color,
font_outline_thickness, font_outline_color,
background_color,
margins, line_spacing,
position_x, position_y,
align, justify,
rotation_angle, rotation_options)
return image_out
def draw_text(panel, text,
font_name, font_size, font_color,
font_outline_thickness, font_outline_color,
bg_color,
margins, line_spacing,
position_x, position_y,
align, justify,
rotation_angle, rotation_options):
# Create the drawing context
draw = ImageDraw.Draw(panel)
# Define font settings
font_folder = "fonts"
font_file = os.path.join(font_folder, font_name)
resolved_font_path = os.path.join(os.path.dirname(os.path.dirname(os.path.realpath(__file__))), font_file)
font = ImageFont.truetype(str(resolved_font_path), size=font_size)
# Split the input text into lines
text_lines = text.split('\n')
# Calculate the size of the text plus padding for the tallest line
max_text_width = 0
max_text_height = 0
for line in text_lines:
# Calculate the width and height of the current line
line_width, line_height = get_text_size(draw, line, font)
line_height = line_height + line_spacing
max_text_width = max(max_text_width, line_width)
max_text_height = max(max_text_height, line_height)
# Get the image center
image_center_x = panel.width / 2
image_center_y = panel.height / 2
text_pos_y = position_y
sum_text_plot_y = 0
text_height = max_text_height * len(text_lines)
for line in text_lines:
# Calculate the width and height of the current line
line_width, line_height = get_text_size(draw, line, font)
# Get the text x and y positions for each line
text_plot_x = position_x + justify_text(justify, panel.width, line_width, margins)
text_plot_y = align_text(align, panel.height, text_height, text_pos_y, margins)
# Add the current line to the text mask
draw.text((text_plot_x, text_plot_y), line, fill=font_color, font=font, stroke_width=font_outline_thickness, stroke_fill=font_outline_color)
text_pos_y += max_text_height # Move down for the next line
sum_text_plot_y += text_plot_y # Sum the y positions
text_center_x = text_plot_x + max_text_width / 2
text_center_y = sum_text_plot_y / len(text_lines)
if rotation_options == "text center":
rotated_panel = panel.rotate(rotation_angle, center=(text_center_x, text_center_y), resample=Image.BILINEAR)
elif rotation_options == "image center":
rotated_panel = panel.rotate(rotation_angle, center=(image_center_x, image_center_y), resample=Image.BILINEAR)
return rotated_panel
def combine_images(images, layout_direction='horizontal'):
"""
Combine a list of PIL Image objects either horizontally or vertically.
Args:
images (list of PIL.Image.Image): List of PIL Image objects to combine.
layout_direction (str): 'horizontal' for horizontal layout, 'vertical' for vertical layout.
Returns:
PIL.Image.Image: Combined image.
"""
if layout_direction == 'horizontal':
combined_width = sum(image.width for image in images)
combined_height = max(image.height for image in images)
else:
combined_width = max(image.width for image in images)
combined_height = sum(image.height for image in images)
combined_image = Image.new('RGB', (combined_width, combined_height))
x_offset = 0
y_offset = 0 # Initialize y_offset for vertical layout
for image in images:
combined_image.paste(image, (x_offset, y_offset))
if layout_direction == 'horizontal':
x_offset += image.width
else:
y_offset += image.height
return combined_image
def apply_outline_and_border(images, outline_thickness, outline_color, border_thickness, border_color):
for i, image in enumerate(images):
# Apply the outline
if outline_thickness > 0:
image = ImageOps.expand(image, outline_thickness, fill=outline_color)
# Apply the border
if border_thickness > 0:
image = ImageOps.expand(image, border_thickness, fill=border_color)
images[i] = image
return images
def get_color_values(color, color_hex, color_mapping):
#Get RGB values for the text and background colors.
if color == "custom":
color_rgb = hex_to_rgb(color_hex)
else:
color_rgb = color_mapping.get(color, (0, 0, 0)) # Default to black if the color is not found
return color_rgb
def hex_to_rgb(hex_color):
hex_color = hex_color.lstrip('#') # Remove the '#' character, if present
r = int(hex_color[0:2], 16)
g = int(hex_color[2:4], 16)
b = int(hex_color[4:6], 16)
return (r, g, b)
def crop_and_resize_image(image, target_width, target_height):
width, height = image.size
aspect_ratio = width / height
target_aspect_ratio = target_width / target_height
if aspect_ratio > target_aspect_ratio:
# Crop the image's width to match the target aspect ratio
crop_width = int(height * target_aspect_ratio)
crop_height = height
left = (width - crop_width) // 2
top = 0
else:
# Crop the image's height to match the target aspect ratio
crop_height = int(width / target_aspect_ratio)
crop_width = width
left = 0
top = (height - crop_height) // 2
# Perform the center cropping
cropped_image = image.crop((left, top, left + crop_width, top + crop_height))
return cropped_image
def create_and_paste_panel(page, border_thickness, outline_thickness,
panel_width, panel_height, page_width,
panel_color, bg_color, outline_color,
images, i, j, k, len_images, reading_direction):
panel = Image.new("RGB", (panel_width, panel_height), panel_color)
if k < len_images:
img = images[k]
image = crop_and_resize_image(img, panel_width, panel_height)
image.thumbnail((panel_width, panel_height), Image.Resampling.LANCZOS)
panel.paste(image, (0, 0))
panel = ImageOps.expand(panel, border=outline_thickness, fill=outline_color)
panel = ImageOps.expand(panel, border=border_thickness, fill=bg_color)
new_panel_width, new_panel_height = panel.size
if reading_direction == "right to left":
page.paste(panel, (page_width - (j + 1) * new_panel_width, i * new_panel_height))
else:
page.paste(panel, (j * new_panel_width, i * new_panel_height))
def reduce_opacity(img, opacity):
"""Returns an image with reduced opacity."""
assert opacity >= 0 and opacity <= 1
if img.mode != 'RGBA':
img = img.convert('RGBA')
else:
img = img.copy()
alpha = img.split()[3]
alpha = ImageEnhance.Brightness(alpha).enhance(opacity)
img.putalpha(alpha)
return img
def random_hex_color():
# Generate three random values for RGB
r = random.randint(0, 255)
g = random.randint(0, 255)
b = random.randint(0, 255)
# Convert RGB to hex format
hex_color = "#{:02x}{:02x}{:02x}".format(r, g, b)
return hex_color
def random_rgb():
# Generate three random values for RGB
r = random.randint(0, 255)
g = random.randint(0, 255)
b = random.randint(0, 255)
# Format RGB as a string in the format "128,128,128"
rgb_string = "{},{},{}".format(r, g, b)
return rgb_string
def make_grid_panel(images, max_columns):
# Calculate dimensions for the grid
num_images = len(images)
num_rows = (num_images - 1) // max_columns + 1
combined_width = max(image.width for image in images) * min(max_columns, num_images)
combined_height = max(image.height for image in images) * num_rows
combined_image = Image.new('RGB', (combined_width, combined_height))
x_offset, y_offset = 0, 0 # Initialize offsets
for image in images:
combined_image.paste(image, (x_offset, y_offset))
x_offset += image.width
if x_offset >= max_columns * image.width:
x_offset = 0
y_offset += image.height
return combined_image
def interpolate_color(color0, color1, t):
"""
Interpolate between two colors.
"""
return tuple(int(c0 * (1 - t) + c1 * t) for c0, c1 in zip(color0, color1))
|