# -*- encoding: utf-8 -*- # @Author: SWHL # @Contact: liekkaskono@163.com import math import random from pathlib import Path import numpy as np from PIL import Image, ImageDraw, ImageFont def draw_ocr_box_txt(image, boxes, txts, font_path, scores=None, text_score=0.5): h, w = image.height, image.width img_left = image.copy() img_right = Image.new("RGB", (w, h), (255, 255, 255)) random.seed(0) draw_left = ImageDraw.Draw(img_left) draw_right = ImageDraw.Draw(img_right) for idx, (box, txt) in enumerate(zip(boxes, txts)): if scores is not None and float(scores[idx]) < text_score: continue color = (random.randint(0, 255), random.randint(0, 255), random.randint(0, 255)) box = [tuple(v) for v in box] draw_left.polygon(box, fill=color) draw_right.text([box[3][0], box[3][1]], str(idx), fill=color) draw_right.polygon( [ box[0][0], box[0][1], box[1][0], box[1][1], box[2][0], box[2][1], box[3][0], box[3][1], ], outline=color, ) box_height = math.sqrt( (box[0][0] - box[3][0]) ** 2 + (box[0][1] - box[3][1]) ** 2 ) box_width = math.sqrt( (box[0][0] - box[1][0]) ** 2 + (box[0][1] - box[1][1]) ** 2 ) if box_height > 2 * box_width: font_size = max(int(box_width * 0.9), 10) font = ImageFont.truetype(font_path, font_size, encoding="utf-8") cur_y = box[0][1] for c in txt: char_size = font.getsize(c) draw_right.text((box[0][0] + 3, cur_y), c, fill=(0, 0, 0), font=font) cur_y += char_size[1] else: font_size = max(int(box_height * 0.8), 10) font = ImageFont.truetype(font_path, font_size, encoding="utf-8") draw_right.text([box[0][0], box[0][1]], txt, fill=(0, 0, 0), font=font) img_left = Image.blend(image, img_left, 0.5) img_show = Image.new("RGB", (w * 2, h), (255, 255, 255)) img_show.paste(img_left, (0, 0, w, h)) img_show.paste(img_right, (w, 0, w * 2, h)) return np.array(img_show) def visualize(image, boxes, txts, scores, font_path="./fonts/FZYTK.TTF"): draw_img = draw_ocr_box_txt(image, boxes, txts, font_path, scores, text_score=0.5) draw_img_save = Path("./inference_results/") if not draw_img_save.exists(): draw_img_save.mkdir(parents=True, exist_ok=True) return draw_img[:, :, ::-1]