updates
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2774c1b398
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3
test.py
3
test.py
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@ -55,8 +55,7 @@ def test(cfg,
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# Dataloader
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# Dataloader
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if dataloader is None:
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if dataloader is None:
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dataset = LoadImagesAndLabels(path, img_size, batch_size, rect=True, single_cls=opt.single_cls,
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dataset = LoadImagesAndLabels(path, img_size, batch_size, rect=True, single_cls=opt.single_cls)
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cache_labels=True)
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batch_size = min(batch_size, len(dataset))
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batch_size = min(batch_size, len(dataset))
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dataloader = DataLoader(dataset,
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dataloader = DataLoader(dataset,
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batch_size=batch_size,
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batch_size=batch_size,
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2
train.py
2
train.py
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@ -171,7 +171,6 @@ def train():
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augment=True,
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augment=True,
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hyp=hyp, # augmentation hyperparameters
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hyp=hyp, # augmentation hyperparameters
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rect=opt.rect, # rectangular training
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rect=opt.rect, # rectangular training
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cache_labels=True,
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cache_images=opt.cache_images,
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cache_images=opt.cache_images,
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single_cls=opt.single_cls)
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single_cls=opt.single_cls)
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@ -189,7 +188,6 @@ def train():
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testloader = torch.utils.data.DataLoader(LoadImagesAndLabels(test_path, img_size_test, batch_size * 2,
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testloader = torch.utils.data.DataLoader(LoadImagesAndLabels(test_path, img_size_test, batch_size * 2,
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hyp=hyp,
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hyp=hyp,
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rect=True,
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rect=True,
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cache_labels=True,
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cache_images=opt.cache_images,
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cache_images=opt.cache_images,
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single_cls=opt.single_cls),
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single_cls=opt.single_cls),
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batch_size=batch_size * 2,
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batch_size=batch_size * 2,
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@ -257,7 +257,7 @@ class LoadStreams: # multiple IP or RTSP cameras
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class LoadImagesAndLabels(Dataset): # for training/testing
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class LoadImagesAndLabels(Dataset): # for training/testing
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def __init__(self, path, img_size=416, batch_size=16, augment=False, hyp=None, rect=False, image_weights=False,
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def __init__(self, path, img_size=416, batch_size=16, augment=False, hyp=None, rect=False, image_weights=False,
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cache_labels=False, cache_images=False, single_cls=False):
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cache_labels=True, cache_images=False, single_cls=False):
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path = str(Path(path)) # os-agnostic
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path = str(Path(path)) # os-agnostic
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assert os.path.isfile(path), 'File not found %s. See %s' % (path, help_url)
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assert os.path.isfile(path), 'File not found %s. See %s' % (path, help_url)
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with open(path, 'r') as f:
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with open(path, 'r') as f:
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