from easydict import EasyDict # Set with _C _C = EasyDict() # Export with cfg cfg = _C # Params of Faster R-CNN model _C.VGG_MEAN = [103.939, 116.779, 123.68] _C.MAX_SIZE = 1000 _C.TARGET_SIZE = 600 _C.SUB_SAMPLE = 16 _C.NMS_THRESH = 0.7 _C.ANCHOR_NUM = 9 _C.ANCHOR_RATIO = [0.5, 1, 2] _C.ANCHOR_SIZE = [8, 16, 32] _C.NUM_CLASSES = 20 + 1 # background _C.ROI_SIZE = (7, 7) # Params of Train _C.TRAIN.IS_TRAIN = True _C.TRAIN.NMS_PRE_TOPN = 12000 _C.TRAIN.NMS_POST_TOPN = 2000 _C.TRAIN.RPN_BATCH_SIZE = 256 _C.TRAIN.RPN_POS_RATIO = 0.5 _C.TRAIN.RPN_POS_THRESH = 0.7 _C.TRAIN.RPN_NEG_THRESH = 0.3 _C.TRAIN.ROI_POS_THRESH = 0.5 _C.TRAIN.ROI_NEG_THRESH_HI = 0.5 _C.TRAIN.ROI_NEG_THRESH_LO = 0.0