import  os,argparse,torch
from System_I import Detection_Y5,Fine_grained_T
from  tqdm import tqdm

#os.environ['CUDA_VISIBLE_DEVICES'] = "1"

if __name__ == '__main__':
    parser1 = argparse.ArgumentParser(description="AILabel")
    parser1.add_argument("--RawPath", default='/data/DataManagement/Project/006_huanghekou/0006_20220621/Raw_images/imagesAILabel', type=str,
                        help='RawPath.')
    parser1.add_argument("--GPU", default="4", type=str,
                        help='GPU.')
    parser1.add_argument("--thresh", default=0.4, type=float,
                        help='thresh.')
    args = parser1.parse_args()
    os.environ['CUDA_VISIBLE_DEVICES'] = args.GPU#"1"
    try:
        if "imagesAILabel" not in args.RawPath:
            exit()
        else:
            os.system("sudo chmod 777 -R {}".format(str(args.RawPath).replace("imagesAILabel","")))
    except:
        exit()
    #devices = torch.device('cuda:{}'.format(str(int(args.GPU))) if torch.cuda.is_available() else 'cpu')
    devices = torch.device('cuda:0' if torch.cuda.is_available() else 'cpu')
    if not os.path.exists(args.RawPath.replace("imagesAILabel","NoResult")):
        os.makedirs(args.RawPath.replace("imagesAILabel","NoResult"))
    if not os.path.exists(args.RawPath.replace("imagesAILabel","JPEGImages")):
        os.makedirs(args.RawPath.replace("imagesAILabel","JPEGImages"))
    if not os.path.exists(args.RawPath.replace("imagesAILabel","Annotations")):
        os.makedirs(args.RawPath.replace("imagesAILabel","Annotations"))
    if not os.path.exists(args.RawPath.replace("imagesAILabel", "BrokenImage")):
        os.makedirs(args.RawPath.replace("imagesAILabel", "BrokenImage"))

    Detection = Detection_Y5(device=devices,root=" ", detect_thresh=args.thresh)
    FineGrained = Fine_grained_T(device=devices)
    imagepaths = os.listdir(args.RawPath)
    for imagepath in tqdm(imagepaths):
        imagepath = os.path.join(args.RawPath,imagepath)
        Detection.AIlabelFine(imagepath,FineGrained)