cfg.data.val.type = cfg.dataset_type cfg.data.val.data_root = cfg.data_root cfg.data.val.img_dir = img_dir cfg.data.val.ann_dir = ann_dir cfg.data.val.pipeline = cfg.test_pipeline cfg.data.val.split = 'ImageSets/Segmentation/val.txt' cfg.data.test.type = cfg.dataset_type cfg....
train_cfg=dict(), test_cfg=dict(mode='whole')) 这个文件是网络架构配置,type 是用 register 注册过类,根据 type 可以找到对应的类,也可以自己定义模型后使用 Registor 进行注册后,后面跟着参数是这个模型的参数,需要修改decode_head和auxiliary_head中的num_classes参数可数据集中的类别保持一致。 如果单 GPU ...
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val_cfg = dict(type='ValLoop') val_dataloader = dict( batch_size=1, dataset=dict( data_prefix=dict(img_path='img_dir/val', seg_map_path='ann_dir/val'), data_root='data_root', pipeline='test_pipeline', type='dataset_type'), num_workers=4, persistent_workers=True, sampler=dict(...
(val_dataset)) if cfg.checkpoint_config is not None: # save mmseg version, config file content and class names in # checkpoints as meta data cfg.checkpoint_config.meta = dict( mmseg_version=f'{__version__}+{get_git_hash()[:7]}', config=cfg.pretty_text, CLASSES=datasets[0]....
norm_cfg=dict(type='SyncBN',requires_grad=True)# 分割框架通常使用 SyncBNmodel=dict(type='EncoderDecoder',# 分割器(segmentor)的名字pretrained='open-mmlab://resnet50_v1c',# 将被加载的 ImageNet 预训练主干网络backbone=dict(type='ResNetV1c',# 主干网络的类别。 可用选项请参考 mmseg/models/backb...
(type='Normalize',**img_norm_cfg),dict(type='Pad',size=crop_size,pad_val=0,seg_pad_val=255),dict(type='DefaultFormatBundle'),dict(type='Collect',keys=['img','gt_semantic_seg']),]test_pipeline=[dict(type='LoadImageFromFile'),dict(type='MultiScaleFlipAug',img_scale=(2048,512),...
MiT-B5GMMSeg-Segformercoco-stuff10k-traincoco-stuff10k-test800008xbs244.81logckptcfg Usage #single-gpu trainpython tools/train.py configs/_gmmseg/segformer_mit-b5_gmmseg_512x512_80k_cocostuff10k.py#multi-gpu trainbash ./tools/dist_train.sh configs/_gmmseg/segformer_mit-b5_gmmseg_512x512_...
(type='RandomCrop',crop_size=crop_size,cat_max_ratio=0.75),dict(type='RandomFlip',prob=0.5),# dict(type='PhotoMetricDistortion'),dict(type='Normalize',**img_norm_cfg),dict(type='Pad',size=crop_size,pad_val=0,seg_pad_val=255),dict(type='DefaultFormatBundle'),dict(type='Collect',...