import struct import uuid import copy import base64 import cv2 import numpy as np from .maxDct import EmbedMaxDct from .dwtDctSvd import EmbedDwtDctSvd from .rivaGan import RivaWatermark import pprint pp = pprint.PrettyPrinter(indent=2) class WatermarkEncoder(object): def __init__(self, content=b''): seq = np.array([n for n in content], dtype=np.uint8) self._watermarks = list(np.unpackbits(seq)) self._wmLen = len(self._watermarks) self._wmType = 'bytes' def set_by_ipv4(self, addr): bits = [] ips = addr.split('.') for ip in ips: bits += list(np.unpackbits(np.array([ip % 255], dtype=np.uint8))) self._watermarks = bits self._wmLen = len(self._watermarks) self._wmType = 'ipv4' assert self._wmLen == 32 def set_by_uuid(self, uid): u = uuid.UUID(uid) self._wmType = 'uuid' seq = np.array([n for n in u.bytes], dtype=np.uint8) self._watermarks = list(np.unpackbits(seq)) self._wmLen = len(self._watermarks) def set_by_bytes(self, content): self._wmType = 'bytes' seq = np.array([n for n in content], dtype=np.uint8) self._watermarks = list(np.unpackbits(seq)) self._wmLen = len(self._watermarks) def set_by_b16(self, b16): content = base64.b16decode(b16) self.set_by_bytes(content) self._wmType = 'b16' def set_by_bits(self, bits=[]): self._watermarks = [int(bit) % 2 for bit in bits] self._wmLen = len(self._watermarks) self._wmType = 'bits' def set_watermark(self, wmType='bytes', content=''): if wmType == 'ipv4': self.set_by_ipv4(content) elif wmType == 'uuid': self.set_by_uuid(content) elif wmType == 'bits': self.set_by_bits(content) elif wmType == 'bytes': self.set_by_bytes(content) elif wmType == 'b16': self.set_by_b16(content) else: raise NameError('%s is not supported' % wmType) def get_length(self): return self._wmLen @classmethod def loadModel(cls): RivaWatermark.loadModel() def encode(self, cv2Image, method='dwtDct', **configs): (r, c, channels) = cv2Image.shape if r*c < 256*256: raise RuntimeError('image too small, should be larger than 256x256') if method == 'dwtDct': embed = EmbedMaxDct(self._watermarks, wmLen=self._wmLen, **configs) return embed.encode(cv2Image) elif method == 'dwtDctSvd': embed = EmbedDwtDctSvd(self._watermarks, wmLen=self._wmLen, **configs) return embed.encode(cv2Image) elif method == 'rivaGan': embed = RivaWatermark(self._watermarks, self._wmLen) return embed.encode(cv2Image) else: raise NameError('%s is not supported' % method) class WatermarkDecoder(object): def __init__(self, wm_type='bytes', length=0): self._wmType = wm_type if wm_type == 'ipv4': self._wmLen = 32 elif wm_type == 'uuid': self._wmLen = 128 elif wm_type == 'bytes': self._wmLen = length elif wm_type == 'bits': self._wmLen = length elif wm_type == 'b16': self._wmLen = length else: raise NameError('%s is unsupported' % wm_type) def reconstruct_ipv4(self, bits): ips = [str(ip) for ip in list(np.packbits(bits))] return '.'.join(ips) def reconstruct_uuid(self, bits): nums = np.packbits(bits) bstr = b'' for i in range(16): bstr += struct.pack('>B', nums[i]) return str(uuid.UUID(bytes=bstr)) def reconstruct_bits(self, bits): #return ''.join([str(b) for b in bits]) return bits def reconstruct_b16(self, bits): bstr = self.reconstruct_bytes(bits) return base64.b16encode(bstr) def reconstruct_bytes(self, bits): nums = np.packbits(bits) bstr = b'' for i in range(self._wmLen//8): bstr += struct.pack('>B', nums[i]) return bstr def reconstruct(self, bits): if len(bits) != self._wmLen: raise RuntimeError('bits are not matched with watermark length') if self._wmType == 'ipv4': return self.reconstruct_ipv4(bits) elif self._wmType == 'uuid': return self.reconstruct_uuid(bits) elif self._wmType == 'bits': return self.reconstruct_bits(bits) elif self._wmType == 'b16': return self.reconstruct_b16(bits) else: return self.reconstruct_bytes(bits) def decode(self, cv2Image, method='dwtDct', **configs): (r, c, channels) = cv2Image.shape if r*c < 256*256: raise RuntimeError('image too small, should be larger than 256x256') bits = [] if method == 'dwtDct': embed = EmbedMaxDct(watermarks=[], wmLen=self._wmLen, **configs) bits = embed.decode(cv2Image) elif method == 'dwtDctSvd': embed = EmbedDwtDctSvd(watermarks=[], wmLen=self._wmLen, **configs) bits = embed.decode(cv2Image) elif method == 'rivaGan': embed = RivaWatermark(watermarks=[], wmLen=self._wmLen, **configs) bits = embed.decode(cv2Image) else: raise NameError('%s is not supported' % method) return self.reconstruct(bits) @classmethod def loadModel(cls): RivaWatermark.loadModel()