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53f69b4
Update app.py
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app.py
CHANGED
@@ -6,4 +6,64 @@ os.system("mim install 'mmcv-lite==2.0.1'")
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os.system("mim install 'mmdet>=3.0.0,<4.0.0'")
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os.system("mim install 'mmyolo'")
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os.system("pip install -e .")
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os.system("mim install 'mmdet>=3.0.0,<4.0.0'")
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os.system("mim install 'mmyolo'")
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os.system("pip install -e .")
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import argparse
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import os.path as osp
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from mmengine.config import Config, DictAction
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from mmengine.runner import Runner
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from mmengine.dataset import Compose
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from mmyolo.registry import RUNNERS
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from tools.demo import demo
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def parse_args():
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parser = argparse.ArgumentParser(
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description='YOLO-World Demo')
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parser.add_argument('--config', default='configs/pretrain/yolo_world_l_t2i_bn_2e-4_100e_4x8gpus_obj365v1_goldg_train_lvis_minival.py')
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parser.add_argument('--checkpoint', default='yolow-v8_l_clipv2_frozen_t2iv2_bn_o365_goldg_pretrain.pth')
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parser.add_argument(
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'--work-dir',
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help='the directory to save the file containing evaluation metrics')
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parser.add_argument(
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'--cfg-options',
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nargs='+',
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action=DictAction,
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help='override some settings in the used config, the key-value pair '
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'in xxx=yyy format will be merged into config file. If the value to '
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'be overwritten is a list, it should be like key="[a,b]" or key=a,b '
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'It also allows nested list/tuple values, e.g. key="[(a,b),(c,d)]" '
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'Note that the quotation marks are necessary and that no white space '
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'is allowed.')
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args = parser.parse_args()
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return args
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if __name__ == '__main__':
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args = parse_args()
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# load config
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cfg = Config.fromfile(args.config)
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if args.cfg_options is not None:
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cfg.merge_from_dict(args.cfg_options)
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if args.work_dir is not None:
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cfg.work_dir = args.work_dir
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elif cfg.get('work_dir', None) is None:
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cfg.work_dir = osp.join('./work_dirs',
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osp.splitext(osp.basename(args.config))[0])
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cfg.load_from = args.checkpoint
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if 'runner_type' not in cfg:
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runner = Runner.from_cfg(cfg)
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else:
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runner = RUNNERS.build(cfg)
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runner.call_hook('before_run')
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runner.load_or_resume()
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pipeline = cfg.test_dataloader.dataset.pipeline
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runner.pipeline = Compose(pipeline)
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runner.model.eval()
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demo(runner, args, cfg)
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