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- import datetime
- import os
- import cv2
- import numpy as np
- from PIL import Image, ImageDraw
- def save_images(img_list, folder):
- if not os.path.exists(folder):
- os.makedirs(folder)
- now = datetime.datetime.now()
- date_str = now.strftime("%Y-%m-%d")
- folder_path = os.path.join(folder, date_str)
- if not os.path.exists(folder_path):
- os.makedirs(folder_path)
- time_str = now.strftime("%H_%M_%S")
- for idx, img in enumerate(img_list):
- image_number = idx + 1
- filename = f"{time_str}_{image_number}.jpg"
- save_path = os.path.join(folder_path, filename)
- cv2.imwrite(save_path, img[..., ::-1])
- def check_channels(image):
- channels = image.shape[2] if len(image.shape) == 3 else 1
- if channels == 1:
- image = cv2.cvtColor(image, cv2.COLOR_GRAY2BGR)
- elif channels > 3:
- image = image[:, :, :3]
- return image
- def resize_image(img, max_length=768):
- height, width = img.shape[:2]
- max_dimension = max(height, width)
- if max_dimension > max_length:
- scale_factor = max_length / max_dimension
- new_width = int(round(width * scale_factor))
- new_height = int(round(height * scale_factor))
- new_size = (new_width, new_height)
- img = cv2.resize(img, new_size)
- height, width = img.shape[:2]
- img = cv2.resize(img, (width - (width % 64), height - (height % 64)))
- return img
- def insert_spaces(string, nSpace):
- if nSpace == 0:
- return string
- new_string = ""
- for char in string:
- new_string += char + " " * nSpace
- return new_string[:-nSpace]
- def draw_glyph(font, text):
- g_size = 50
- W, H = (512, 80)
- new_font = font.font_variant(size=g_size)
- img = Image.new(mode="1", size=(W, H), color=0)
- draw = ImageDraw.Draw(img)
- left, top, right, bottom = new_font.getbbox(text)
- text_width = max(right - left, 5)
- text_height = max(bottom - top, 5)
- ratio = min(W * 0.9 / text_width, H * 0.9 / text_height)
- new_font = font.font_variant(size=int(g_size * ratio))
- text_width, text_height = new_font.getsize(text)
- offset_x, offset_y = new_font.getoffset(text)
- x = (img.width - text_width) // 2
- y = (img.height - text_height) // 2 - offset_y // 2
- draw.text((x, y), text, font=new_font, fill="white")
- img = np.expand_dims(np.array(img), axis=2).astype(np.float64)
- return img
- def draw_glyph2(
- font, text, polygon, vertAng=10, scale=1, width=512, height=512, add_space=True
- ):
- enlarge_polygon = polygon * scale
- rect = cv2.minAreaRect(enlarge_polygon)
- box = cv2.boxPoints(rect)
- box = np.int0(box)
- w, h = rect[1]
- angle = rect[2]
- if angle < -45:
- angle += 90
- angle = -angle
- if w < h:
- angle += 90
- vert = False
- if abs(angle) % 90 < vertAng or abs(90 - abs(angle) % 90) % 90 < vertAng:
- _w = max(box[:, 0]) - min(box[:, 0])
- _h = max(box[:, 1]) - min(box[:, 1])
- if _h >= _w:
- vert = True
- angle = 0
- img = np.zeros((height * scale, width * scale, 3), np.uint8)
- img = Image.fromarray(img)
- # infer font size
- image4ratio = Image.new("RGB", img.size, "white")
- draw = ImageDraw.Draw(image4ratio)
- _, _, _tw, _th = draw.textbbox(xy=(0, 0), text=text, font=font)
- text_w = min(w, h) * (_tw / _th)
- if text_w <= max(w, h):
- # add space
- if len(text) > 1 and not vert and add_space:
- for i in range(1, 100):
- text_space = insert_spaces(text, i)
- _, _, _tw2, _th2 = draw.textbbox(xy=(0, 0), text=text_space, font=font)
- if min(w, h) * (_tw2 / _th2) > max(w, h):
- break
- text = insert_spaces(text, i - 1)
- font_size = min(w, h) * 0.80
- else:
- shrink = 0.75 if vert else 0.85
- font_size = min(w, h) / (text_w / max(w, h)) * shrink
- new_font = font.font_variant(size=int(font_size))
- left, top, right, bottom = new_font.getbbox(text)
- text_width = right - left
- text_height = bottom - top
- layer = Image.new("RGBA", img.size, (0, 0, 0, 0))
- draw = ImageDraw.Draw(layer)
- if not vert:
- draw.text(
- (rect[0][0] - text_width // 2, rect[0][1] - text_height // 2 - top),
- text,
- font=new_font,
- fill=(255, 255, 255, 255),
- )
- else:
- x_s = min(box[:, 0]) + _w // 2 - text_height // 2
- y_s = min(box[:, 1])
- for c in text:
- draw.text((x_s, y_s), c, font=new_font, fill=(255, 255, 255, 255))
- _, _t, _, _b = new_font.getbbox(c)
- y_s += _b
- rotated_layer = layer.rotate(angle, expand=1, center=(rect[0][0], rect[0][1]))
- x_offset = int((img.width - rotated_layer.width) / 2)
- y_offset = int((img.height - rotated_layer.height) / 2)
- img.paste(rotated_layer, (x_offset, y_offset), rotated_layer)
- img = np.expand_dims(np.array(img.convert("1")), axis=2).astype(np.float64)
- return img
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