class DefaultModelConfig(): def __init__(self): self.MODEL_NAME = 'AOTDefault' self.MODEL_VOS = 'aot' self.MODEL_ENGINE = 'aotengine' self.MODEL_ALIGN_CORNERS = True self.MODEL_ENCODER = 'mobilenetv2' self.MODEL_ENCODER_PRETRAIN = './pretrain_models/mobilenet_v2-b0353104.pth' self.MODEL_ENCODER_DIM = [24, 32, 96, 1280] # 4x, 8x, 16x, 16x self.MODEL_ENCODER_EMBEDDING_DIM = 256 self.MODEL_DECODER_INTERMEDIATE_LSTT = True self.MODEL_FREEZE_BN = True self.MODEL_FREEZE_BACKBONE = False self.MODEL_MAX_OBJ_NUM = 10 self.MODEL_SELF_HEADS = 8 self.MODEL_ATT_HEADS = 8 self.MODEL_LSTT_NUM = 1 self.MODEL_EPSILON = 1e-5 self.MODEL_USE_PREV_PROB = False self.TRAIN_LONG_TERM_MEM_GAP = 9999 self.TRAIN_AUG_TYPE = 'v1' self.TEST_LONG_TERM_MEM_GAP = 9999 self.TEST_SHORT_TERM_MEM_SKIP = 1