import base64 import json import os.path import sys PY2 = sys.version_info[0] == 2 class LabelFileError(Exception): pass class LabelFile(object): suffix = '.json' def __init__(self, filename=None): self.shapes = () self.imagePath = None self.imageData = None if filename is not None: self.load(filename) self.filename = filename def load(self, filename): try: with open(filename, 'rb' if PY2 else 'r') as f: data = json.load(f) if data['imageData'] is not None: imageData = base64.b64decode(data['imageData']) else: # relative path from label file to relative path from cwd imagePath = os.path.join(os.path.dirname(filename), data['imagePath']) with open(imagePath, 'rb') as f: imageData = f.read() lineColor = data['lineColor'] fillColor = data['fillColor'] shapes = ( (s['label'], s['points'], s['line_color'], s['fill_color']) for s in data['shapes'] ) # Only replace data after everything is loaded. self.shapes = shapes self.imagePath = data['imagePath'] self.imageData = imageData self.lineColor = lineColor self.fillColor = fillColor self.filename = filename except Exception as e: raise LabelFileError(e) def save(self, filename, shapes, imagePath, imageData=None, lineColor=None, fillColor=None): if imageData is not None: imageData = base64.b64encode(imageData).decode('utf-8') data = dict( shapes=shapes, lineColor=lineColor, fillColor=fillColor, imagePath=imagePath, imageData=imageData, ) try: with open(filename, 'wb' if PY2 else 'w') as f: json.dump(data, f, ensure_ascii=True, indent=2) self.filename = filename except Exception as e: raise LabelFileError(e) @staticmethod def isLabelFile(filename): return os.path.splitext(filename)[1].lower() == LabelFile.suffix