信号标注
执行手动和自动信号标注来训练 AI 网络。使用命令行函数或信号标注器标注整个信号、感兴趣区域或点。创建包含数据和标签定义的已标注信号集。
App
信号标注器 | Label signal attributes, regions, and points of interest |
函数
labeledSignalSet | Create labeled signal set |
signalLabelDefinition | Create signal label definition |
signalMask | Modify and convert signal masks and extract signal regions of interest |
sigrangebinmask | Label signal samples with values within a specified range (自 R2023a 起) |
countlabels | Count number of unique labels (自 R2021a 起) |
filenames2labels | Get list of labels from filenames (自 R2022b 起) |
folders2labels | Get list of labels from folder names (自 R2021a 起) |
plotsigroi | Plot signal regions based on signal mask |
splitlabels | Find indices to split labels according to specified proportions (自 R2021a 起) |
signalMask | Modify and convert signal masks and extract signal regions of interest |
binmask2sigroi | Convert binary mask to matrix of ROI limits |
extendsigroi | Extend signal regions of interest to left and right |
extractsigroi | Extract signal regions of interest |
mergesigroi | Merge signal regions of interest |
removesigroi | Remove signal regions of interest |
shortensigroi | Shorten signal regions of interest from left and right |
sigrangebinmask | Label signal samples with values within a specified range (自 R2023a 起) |
sigroi2binmask | Convert matrix of ROI limits to binary mask |
相关信息
主题
- 选择用于标注真值数据的 App (Signal Processing Toolbox)
决定使用哪个 App 来标注真实值数据:图像标注器、视频标注器、真实值标注器、激光雷达标注器、信号标注器或医学图像标注器。
精选示例
Label Signal Attributes, Regions of Interest, and Points
Use Signal Labeler to label attributes, regions, and points of interest in a set of whale songs.
(Signal Processing Toolbox)
Export Labeled Data from Signal Labeler for AI-Based Spectrum Sensing Applications
Use deep learning networks and the Signal Labeler app to identify frames from the Bluetooth® and Wi-Fi® wireless standards.
(Signal Processing Toolbox)
Automated Labeling of Time-Frequency Regions for AI-Based Spectrum Sensing Applications
Use rule-based methods or unsupervised learning techniques to help automate time-frequency data labeling.
(Signal Processing Toolbox)
Export Labeled Data from Signal Labeler for Deep Learning Classification
Label signals and export data using Signal Labeler to train a deep learning classifier.
Automate Signal Labeling with Custom Functions
Use Signal Labeler to locate and label QRS complexes and R peaks of ECG signals.
(Signal Processing Toolbox)
Label Spoken Words in Audio Signals
Use Signal Labeler to label spoken words in an audio signal.
(Signal Processing Toolbox)
Create Labeled Signal Sets Iteratively with Reduced Human Effort
Use deep learning to decrease the human effort required to label signals.
(Signal Processing Toolbox)
Label Radar Signals with Signal Labeler
Label the time and frequency features of pulse radar signals with added noise.
(Radar Toolbox)
- 自 R2021a 起
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