import ujson import json import pathlib __all__ = ['load', 'save', 'show_bbox_on_image'] def load(file_path: str): file_path = pathlib.Path(file_path) func_dict = {'.txt': load_txt, '.json': load_json, '.list': load_txt} assert file_path.suffix in func_dict return func_dict[file_path.suffix](file_path) def load_txt(file_path: str): with open(file_path, 'r', encoding='utf8') as f: content = [x.strip().strip('\ufeff').strip('\xef\xbb\xbf') for x in f.readlines()] return content def load_json(file_path: str): with open(file_path, 'rb') as f: content = f.read() return ujson.loads(content) def save(data, file_path): file_path = pathlib.Path(file_path) func_dict = {'.txt': save_txt, '.json': save_json} assert file_path.suffix in func_dict return func_dict[file_path.suffix](data, file_path) def save_txt(data, file_path): if not isinstance(data, list): data = [data] with open(file_path, mode='w', encoding='utf8') as f: f.write('\n'.join(data)) def save_json(data, file_path): with open(file_path, 'w', encoding='utf-8') as json_file: json.dump(data, json_file, ensure_ascii=False, indent=4) def show_bbox_on_image(image, polygons=None, txt=None, color=None, font_path='./font/Arial_Unicode.ttf'): from PIL import ImageDraw, ImageFont image = image.convert('RGB') draw = ImageDraw.Draw(image) if len(txt) == 0: txt = None if color is None: color = (255, 0, 0) if txt is not None: font = ImageFont.truetype(font_path, 20) for i, box in enumerate(polygons): box = box[0] if txt is not None: draw.text((int(box[0][0]) + 20, int(box[0][1]) - 20), str(txt[i]), fill='red', font=font) for j in range(len(box) - 1): draw.line((box[j][0], box[j][1], box[j + 1][0], box[j + 1][1]), fill=color, width=2) draw.line((box[-1][0], box[-1][1], box[0][0], box[0][1]), fill=color, width=2) return image def show_glyphs(glyphs, name): import numpy as np import cv2 size = 64 gap = 5 n_char = 20 canvas = np.ones((size, size*n_char + gap*(n_char-1), 1))*0.5 x = 0 for i in range(glyphs.shape[-1]): canvas[:, x:x + size, :] = glyphs[..., i:i+1] x += size+gap cv2.imwrite(name, canvas*255)