# copyright (c) 2024 PaddlePaddle Authors. All Rights Reserve. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import os import numpy as np import json from pathlib import Path import PIL from PIL import Image, ImageDraw, ImageFont from ......utils.fonts import PINGFANG_FONT_FILE_PATH def colormap(rgb=False): """ Get colormap """ color_list = np.array( [ 0xFF, 0x00, 0x00, 0xCC, 0xFF, 0x00, 0x00, 0xFF, 0x66, 0x00, 0x66, 0xFF, 0xCC, 0x00, 0xFF, 0xFF, 0x4D, 0x00, 0x80, 0xFF, 0x00, 0x00, 0xFF, 0xB2, 0x00, 0x1A, 0xFF, 0xFF, 0x00, 0xE5, 0xFF, 0x99, 0x00, 0x33, 0xFF, 0x00, 0x00, 0xFF, 0xFF, 0x33, 0x00, 0xFF, 0xFF, 0x00, 0x99, 0xFF, 0xE5, 0x00, 0x00, 0xFF, 0x1A, 0x00, 0xB2, 0xFF, 0x80, 0x00, 0xFF, 0xFF, 0x00, 0x4D, ] ).astype(np.float32) color_list = color_list.reshape((-1, 3)) if not rgb: color_list = color_list[:, ::-1] return color_list.astype("int32") def font_colormap(color_index): """ Get font colormap """ dark = np.array([0x14, 0x0E, 0x35]) light = np.array([0xFF, 0xFF, 0xFF]) light_indexs = [0, 3, 4, 8, 9, 13, 14, 18, 19] if color_index in light_indexs: return light.astype("int32") else: return dark.astype("int32") def draw_label(image, label, label_map_dict): """Draw label on image""" image = image.convert("RGB") image_size = image.size draw = ImageDraw.Draw(image) min_font_size = int(image_size[0] * 0.02) max_font_size = int(image_size[0] * 0.05) for font_size in range(max_font_size, min_font_size - 1, -1): font = ImageFont.truetype(PINGFANG_FONT_FILE_PATH, font_size, encoding="utf-8") if tuple(map(int, PIL.__version__.split("."))) <= (10, 0, 0): text_width_tmp, text_height_tmp = draw.textsize( label_map_dict[int(label)], font ) else: left, top, right, bottom = draw.textbbox( (0, 0), label_map_dict[int(label)], font ) text_width_tmp, text_height_tmp = right - left, bottom - top if text_width_tmp <= image_size[0]: break else: font = ImageFont.truetype(PINGFANG_FONT_FILE_PATH, min_font_size) color_list = colormap(rgb=True) color = tuple(color_list[0]) font_color = tuple(font_colormap(3)) if tuple(map(int, PIL.__version__.split("."))) <= (10, 0, 0): text_width, text_height = draw.textsize(label_map_dict[int(label)], font) else: left, top, right, bottom = draw.textbbox( (0, 0), label_map_dict[int(label)], font ) text_width, text_height = right - left, bottom - top rect_left = 3 rect_top = 3 rect_right = rect_left + text_width + 3 rect_bottom = rect_top + text_height + 6 draw.rectangle([(rect_left, rect_top), (rect_right, rect_bottom)], fill=color) text_x = rect_left + 3 text_y = rect_top draw.text((text_x, text_y), label_map_dict[int(label)], fill=font_color, font=font) return image def draw_multi_label(image, label, label_map_dict): labels = label.split(",") label_names = [ label_map_dict[i] for i, label in enumerate(labels) if int(label) == 1 ] image = image.convert("RGB") image_width, image_height = image.size font_size = int(image_width * 0.06) font = ImageFont.truetype(PINGFANG_FONT_FILE_PATH, font_size) text_lines = [] row_width = 0 row_height = 0 row_text = "\t" for label_name in label_names: text = f"{label_name}\t" text_width, row_height = font.getsize(text) if row_width + text_width <= image_width: row_text += text row_width += text_width else: text_lines.append(row_text) row_text = "\t" + text row_width = text_width text_lines.append(row_text) color_list = colormap(rgb=True) color = tuple(color_list[0]) new_image_height = image_height + len(text_lines) * int(row_height * 1.2) new_image = Image.new("RGB", (image_width, new_image_height), color) new_image.paste(image, (0, 0)) draw = ImageDraw.Draw(new_image) font_color = tuple(font_colormap(3)) for i, text in enumerate(text_lines): text_width, _ = font.getsize(text) draw.text( (0, image_height + i * int(row_height * 1.2)), text, fill=font_color, font=font, ) return new_image