stevengrove commited on
Commit
de00aaf
1 Parent(s): 53f69b4

Update app.py

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Files changed (1) hide show
  1. app.py +61 -1
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("python tools/demo.py configs/pretrain/yolo_world_l_t2i_bn_2e-4_100e_4x8gpus_obj365v1_goldg_train_lvis_minival.py yolow-v8_l_clipv2_frozen_t2iv2_bn_o365_goldg_pretrain.pth")
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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+ import argparse
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+ import os.path as osp
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+
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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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+
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+ from tools.demo import demo
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+
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+
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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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+
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+
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+ if __name__ == '__main__':
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+ args = parse_args()
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+
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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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+
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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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+
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+ cfg.load_from = args.checkpoint
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+
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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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+
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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)