import json import os.path from base64 import b64encode, b64decode class LabelFileError(Exception): pass class LabelFile(object): suffix = '.lif' def __init__(self, filename=None): self.shapes = () self.imagePath = None self.imageData = None if filename is not None: self.load(filename) def load(self, filename): try: with open(filename, 'rb') as f: data = json.load(f) imagePath = data['imagePath'] imageData = b64decode(data['imageData']) shapes = ((s['label'], s['points']) for s in data['shapes']) # Only replace data after everything is loaded. self.shapes = shapes self.imagePath = imagePath self.imageData = imageData except Exception, e: raise LabelFileError(e) def save(self, filename, shapes, imagePath, imageData): try: with open(filename, 'wb') as f: json.dump(dict( shapes=[dict(label=l, points=p) for (l, p) in shapes], imagePath=imagePath, imageData=b64encode(imageData)), f, ensure_ascii=True, indent=2) except Exception, e: raise LabelFileError(e) @staticmethod def isLabelFile(filename): return os.path.splitext(filename)[1].lower() == LabelFile.suffix