mirror of
https://github.com/open-mmlab/mmsegmentation.git
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parent
054dc66145
commit
d06a84d54d
@ -369,7 +369,7 @@
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"id": "HchvmGYB_rrO"
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"id": "HchvmGYB_rrO"
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},
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},
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"source": [
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"source": [
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"After downloading the data, we need to implement `load_annotations` function in the new dataset class `StandfordBackgroundDataset`."
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"After downloading the data, we need to implement `load_annotations` function in the new dataset class `StanfordBackgroundDataset`."
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]
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]
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},
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},
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{
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{
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@ -384,7 +384,7 @@
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"from mmseg.datasets.custom import CustomDataset\n",
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"from mmseg.datasets.custom import CustomDataset\n",
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"\n",
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"\n",
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"@DATASETS.register_module()\n",
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"@DATASETS.register_module()\n",
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"class StandfordBackgroundDataset(CustomDataset):\n",
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"class StanfordBackgroundDataset(CustomDataset):\n",
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" CLASSES = classes\n",
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" CLASSES = classes\n",
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" PALETTE = palette\n",
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" PALETTE = palette\n",
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" def __init__(self, split, **kwargs):\n",
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" def __init__(self, split, **kwargs):\n",
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@ -440,7 +440,7 @@
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"source": [
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"source": [
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"from mmseg.apis import set_random_seed\n",
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"from mmseg.apis import set_random_seed\n",
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"\n",
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"\n",
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"# Since we use ony one GPU, BN is used instead of SyncBN\n",
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"# Since we use only one GPU, BN is used instead of SyncBN\n",
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"cfg.norm_cfg = dict(type='BN', requires_grad=True)\n",
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"cfg.norm_cfg = dict(type='BN', requires_grad=True)\n",
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"cfg.model.backbone.norm_cfg = cfg.norm_cfg\n",
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"cfg.model.backbone.norm_cfg = cfg.norm_cfg\n",
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"cfg.model.decode_head.norm_cfg = cfg.norm_cfg\n",
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"cfg.model.decode_head.norm_cfg = cfg.norm_cfg\n",
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@ -450,7 +450,7 @@
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"cfg.model.auxiliary_head.num_classes = 8\n",
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"cfg.model.auxiliary_head.num_classes = 8\n",
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"\n",
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"\n",
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"# Modify dataset type and path\n",
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"# Modify dataset type and path\n",
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"cfg.dataset_type = 'StandfordBackgroundDataset'\n",
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"cfg.dataset_type = 'StanfordBackgroundDataset'\n",
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"cfg.data_root = data_root\n",
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"cfg.data_root = data_root\n",
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"\n",
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"\n",
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"cfg.data.samples_per_gpu = 8\n",
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"cfg.data.samples_per_gpu = 8\n",
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