import os import shutil class VideoSequence: def __init__(self, base_dir, key_ind, input_subdir='videos', key_subdir='keys0', tmp_subdir='tmp', input_format='frame%04d.jpg', key_format='%04d.jpg', out_subdir_format='out_%d', blending_out_subdir='blend', output_format='%04d.jpg'): #if (end_frame - beg_frame) % interval != 0: # end_frame -= (end_frame - beg_frame) % interval self.__base_dir = base_dir self.__input_dir = os.path.join(base_dir, input_subdir) self.__key_dir = os.path.join(base_dir, key_subdir) self.__tmp_dir = os.path.join(base_dir, tmp_subdir) self.__input_format = input_format self.__blending_out_dir = os.path.join(base_dir, blending_out_subdir) self.__key_format = key_format self.__out_subdir_format = out_subdir_format self.__output_format = output_format self.__key_ind = key_ind #self.__beg_frame = beg_frame #self.__end_frame = end_frame #self.__interval = interval self.__n_seq = len(key_ind)-1#(end_frame - beg_frame) // interval self.__make_out_dirs() os.makedirs(self.__tmp_dir, exist_ok=True) @property def beg_frame(self): return self.__key_ind[0]#self.__beg_frame @property def end_frame(self): return self.__key_ind[-1]#self.__end_frame @property def n_seq(self): return self.__n_seq @property def blending_dir(self): return os.path.abspath(self.__blending_out_dir) def interval(self, i): return self.get_sequence_beg_id(i + 1) - self.get_sequence_beg_id(i) def remove_out_and_tmp(self): for i in range(self.n_seq + 1): out_dir = self.__get_out_subdir(i) shutil.rmtree(out_dir) shutil.rmtree(self.__tmp_dir) def get_input_sequence(self, i, is_forward=True): beg_id = self.get_sequence_beg_id(i) end_id = self.get_sequence_beg_id(i + 1) if is_forward: id_list = list(range(beg_id, end_id)) else: id_list = list(range(end_id, beg_id, -1)) path_dir = [ os.path.join(self.__input_dir, self.__input_format % id) for id in id_list ] return path_dir def get_output_sequence(self, i, is_forward=True): beg_id = self.get_sequence_beg_id(i) end_id = self.get_sequence_beg_id(i + 1) if is_forward: id_list = list(range(beg_id, end_id)) else: i += 1 id_list = list(range(end_id, beg_id, -1)) out_subdir = self.__get_out_subdir(i) path_dir = [ os.path.join(out_subdir, self.__output_format % id) for id in id_list ] return path_dir def get_temporal_sequence(self, i, is_forward=True): beg_id = self.get_sequence_beg_id(i) end_id = self.get_sequence_beg_id(i + 1) if is_forward: id_list = list(range(beg_id, end_id)) else: i += 1 id_list = list(range(end_id, beg_id, -1)) tmp_dir = self.__get_tmp_out_subdir(i) path_dir = [ os.path.join(tmp_dir, 'temporal_' + self.__output_format % id) for id in id_list ] return path_dir def get_edge_sequence(self, i, is_forward=True): beg_id = self.get_sequence_beg_id(i) end_id = self.get_sequence_beg_id(i + 1) if is_forward: id_list = list(range(beg_id, end_id)) else: i += 1 id_list = list(range(end_id, beg_id, -1)) tmp_dir = self.__get_tmp_out_subdir(i) path_dir = [ os.path.join(tmp_dir, 'edge_' + self.__output_format % id) for id in id_list ] return path_dir def get_pos_sequence(self, i, is_forward=True): beg_id = self.get_sequence_beg_id(i) end_id = self.get_sequence_beg_id(i + 1) if is_forward: id_list = list(range(beg_id, end_id)) else: i += 1 id_list = list(range(end_id, beg_id, -1)) tmp_dir = self.__get_tmp_out_subdir(i) path_dir = [ os.path.join(tmp_dir, 'pos_' + self.__output_format % id) for id in id_list ] return path_dir def get_flow_sequence(self, i, is_forward=True): beg_id = self.get_sequence_beg_id(i) end_id = self.get_sequence_beg_id(i + 1) if is_forward: id_list = list(range(beg_id, end_id - 1)) path_dir = [ os.path.join(self.__tmp_dir, 'flow_f_%04d.npy' % id) for id in id_list ] else: id_list = list(range(end_id, beg_id + 1, -1)) path_dir = [ os.path.join(self.__tmp_dir, 'flow_b_%04d.npy' % id) for id in id_list ] return path_dir def get_input_img(self, i): return os.path.join(self.__input_dir, self.__input_format % i) def get_key_img(self, i): sequence_beg_id = self.get_sequence_beg_id(i) return os.path.join(self.__key_dir, self.__key_format % sequence_beg_id) def get_blending_img(self, i): return os.path.join(self.__blending_out_dir, self.__output_format % i) def get_sequence_beg_id(self, i): return self.__key_ind[i]#i * self.__interval + self.__beg_frame def __get_out_subdir(self, i): dir_id = self.get_sequence_beg_id(i) out_subdir = os.path.join(self.__base_dir, self.__out_subdir_format % dir_id) return out_subdir def __get_tmp_out_subdir(self, i): dir_id = self.get_sequence_beg_id(i) tmp_out_subdir = os.path.join(self.__tmp_dir, self.__out_subdir_format % dir_id) return tmp_out_subdir def __make_out_dirs(self): os.makedirs(self.__base_dir, exist_ok=True) os.makedirs(self.__blending_out_dir, exist_ok=True) for i in range(self.__n_seq + 1): out_subdir = self.__get_out_subdir(i) tmp_subdir = self.__get_tmp_out_subdir(i) os.makedirs(out_subdir, exist_ok=True) os.makedirs(tmp_subdir, exist_ok=True)