spikingjelly.datasets.dvs_lip module#
- class spikingjelly.datasets.dvs_lip.DVSLip(root: str, train: bool = True, data_type: str = 'event', frames_number: int | None = None, split_by: str | None = None, duration: int | None = None, custom_integrate_function: Callable | None = None, custom_integrated_frames_dir_name: str | None = None, transform: Callable | None = None, target_transform: Callable | None = None)[源代码]#
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中文
DVS-Lip 数据集，由 Multi-Grained Spatio-Temporal Features Perceived Network for Event-Based Lip-Reading 提出。
有关参数的更多详细信息，请参考
NeuromorphicDatasetFolder
English
The DVS-Lip dataset, which is proposed by Multi-Grained Spatio-Temporal Features Perceived Network for Event-Based Lip-Reading.
- Refer to
NeuromorphicDatasetFolder for more details about params information.
- param root:
数据集的根路径
- type root:
Union[str, Path]
- param train:
是否使用训练集
- type train:
Optional[bool]
- param data_type:
"event"或"frame"- type data_type:
str
- param frames_number:
积分帧的数量
- type frames_number:
Optional[int]
- param split_by:
"time"或"number"- type split_by:
Optional[str]
- param duration:
每帧的时间时长
- type duration:
Optional[int]
- param custom_integrate_function:
用户自定义积分函数
- type custom_integrate_function:
Optional[Callable]
- param custom_integrated_frames_dir_name:
自定义积分帧目录名
- type custom_integrated_frames_dir_name:
Optional[str]
- param transform:
数据变换
- type transform:
Optional[Callable]
- param target_transform:
标签变换
- type target_transform:
Optional[Callable]
- param root:
Root directory of the dataset
- type root:
Union[str, Path]
- param train:
Whether to use training set or test set
- type train:
Optional[bool]
- param data_type:
"event"or"frame"- type data_type:
str
- param frames_number:
Number of frames to integrate
- type frames_number:
Optional[int]
- param split_by:
"time"or"number"- type split_by:
Optional[str]
- param duration:
Time duration per frame
- type duration:
Optional[int]
- param custom_integrate_function:
User-defined integrate function
- type custom_integrate_function:
Optional[Callable]
- param custom_integrated_frames_dir_name:
Custom frames directory name
- type custom_integrated_frames_dir_name:
Optional[str]
- param transform:
Transform function
- type transform:
Optional[Callable]
- param target_transform:
Target transform function
- type target_transform:
Optional[Callable]
- return:
None
- rtype:
None