# import the necessary packages
import torch
import os

# define the root directory followed by the test dataset paths
BASE_PATH = "dataset"
TEST_PATH = os.path.join(BASE_PATH, "test_set")

# specify image size and batch size
IMAGE_SIZE = 300
PRED_BATCH_SIZE = 4

# specify threshold confidence value for ssd detections
THRESHOLD = 0.50

# determine the device type
DEVICE = torch.device("cuda") if torch.cuda.is_available() else "cpu"

# define paths to save output
OUTPUT_PATH = "output"
SSD_OUTPUT = os.path.join(OUTPUT_PATH, "ssd_output")
YOLO_OUTPUT = os.path.join(OUTPUT_PATH, "yolo_output")