from typing import List, Tuple from PIL import Image, ImageFont, ImageDraw from hbutils.color import rnd_colors, Color def plot_detection(pil_img: Image.Image, detection: List[Tuple[Tuple[float, float, float, float], int, float]], captions: List[str], text_padding: int = 5, font: ImageFont.ImageFont = None, no_label: bool = False): new_img = pil_img.copy() draw = ImageDraw.Draw(new_img, mode='RGBA') _colors = list(map(str, rnd_colors(len(captions)))) _caption_map = {i: name for i, name in enumerate(captions)} for (xmin, ymin, xmax, ymax), label, score in detection: box_color = _colors[label] draw.rectangle((xmin, ymin, xmax, ymax), outline=box_color, width=2) if not no_label: label_text = _caption_map.get(label, str(label)) label_text = f'{label_text}: {score * 100:.2f}%' font = font or ImageFont.load_default() _t_x0, _t_y0, _t_x1, _t_y1 = draw.textbbox((xmin, ymin), label_text, font=font) _t_width, _t_height = _t_x1 - _t_x0, _t_y1 - _t_y0 if ymin - _t_height - text_padding < 0: _t_text_rect = (xmin, ymin, xmin + _t_width + text_padding * 2, ymin + _t_height + text_padding * 2) _t_text_co = (xmin + text_padding, ymin + text_padding) else: _t_text_rect = (xmin, ymin - _t_height - text_padding * 2, xmin + _t_width + text_padding * 2, ymin) _t_text_co = (xmin + text_padding, ymin - _t_height - text_padding) draw.rectangle(_t_text_rect, fill=str(Color(box_color, alpha=0.5))) draw.text(_t_text_co, label_text, fill="black", font=font) return new_img