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51 lines
1.5 KiB
Python
51 lines
1.5 KiB
Python
import argparse
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try:
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import cPickle as pickle
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except ImportError:
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import pickle
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import os
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import mxnet as mx
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from ..logger import logger
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from ..config import config, default, generate_config
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from ..dataset import *
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def reeval(args):
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# load imdb
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imdb = eval(args.dataset)(args.image_set, args.root_path, args.dataset_path)
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# load detection results
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cache_file = os.path.join(imdb.cache_path, imdb.name, 'detections.pkl')
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with open(cache_file) as f:
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detections = pickle.load(f)
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# eval
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imdb.evaluate_detections(detections)
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def parse_args():
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parser = argparse.ArgumentParser(description='imdb test')
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# general
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parser.add_argument('--network', help='network name', default=default.network, type=str)
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parser.add_argument('--dataset', help='dataset name', default=default.dataset, type=str)
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args, rest = parser.parse_known_args()
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generate_config(args.network, args.dataset)
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parser.add_argument('--image_set', help='image_set name', default=default.image_set, type=str)
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parser.add_argument('--root_path', help='output data folder', default=default.root_path, type=str)
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parser.add_argument('--dataset_path', help='dataset path', default=default.dataset_path, type=str)
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# other
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parser.add_argument('--no_shuffle', help='disable random shuffle', action='store_true')
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args = parser.parse_args()
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return args
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def main():
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args = parse_args()
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logger.info('Called with argument: %s' % args)
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reeval(args)
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if __name__ == '__main__':
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main()
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