ESP
0.1
The Example-based Sensor Predictions (ESP) system tries to bring machine learning to the maker community.
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▼NGRT | |
CFilter | |
▼CMFCC | |
COptions | |
CThresholdDetection | |
CTriFilterBanks | |
▼Nmatplotlibcpp | |
▼Ndetail | |
C_interpreter | |
CASCIISerialStream | Input stream for reading ASCII data from a (USB) serial port |
CAudioFileStream | Input stream for getting the FFT spectrum of an audio file as it plays. This class plays an audio file and supplies its 1024-sample / 512-bin FFT spectrum as input to the current pipeline. The spectrum is supplied every ~23 milliseconds (i.e. 441000 KHz / 1024 = ~43 Hz) |
CAudioStream | Input stream for reading audio from the computer's microphone |
CBaseSerialInputStream | |
CBinaryIntArraySerialStream | |
CCalibrateProcess | A data sample to be collected by the user and callback for processing that sample |
CCalibrateResult | CalibrateResult indicates if the calibration is successful or not |
CCalibrator | Specifies data samples and code used to calibrate incoming sensor data |
CFirmataStream | Input stream for reading analog data from an Arduino running Firmata. To use an FirmataStream in your application, pass it to useInputStream() in your setup() function |
CInputStream | Base class for input streams that provide live sensor data to the ESP system. To use an InputStream instance in your application, pass it to useInputStream() in your setup() function |
▼CInteractivePlot | |
CNoValueHighlightedCallbackArgs | |
CRangeSelectedCallbackArgs | |
CValueHighlightedCallbackArgs | |
CInteractiveTimeSeriesPlot | |
CIOStream | |
CIOStreamVector | |
CLogEnergy | |
CMacOSKeyboardOStream | Emulate keyboard key presses corresponding to prediction results |
CMacOSMouseOStream | Emulate mouse double-clicks at locations corresponding to prediction results |
CofApp | |
CofConsoleFileLoggerChannel | A logger channel that logs its messages to the console and a log file |
COscInputStream | Listening for data inputs over OSC |
COStream | Base class for output streams that forward ESP prediction results to other systems |
COStreamVector | Base class for output streams that forward ESP pipeline output to other systems |
CPalette | |
CPlotter | |
CSerialStream | |
CStream | |
CTcpInputStream | Listening for data inputs over a TCP socket |
CTcpOStream | Send strings over a TCP socket based on pipeline predictions |
CTrainingDataManager | TrainingDataManager class encloses GRT::TimeSeriesClassificationData and improves upon by adding utility functions that relabel, delete or trim some training samples |
CTrainingDataManagerTest | |
CTrainingSampleCheckerResult | TrainingSampleCheckerResult indicates the result of a check of a training sample |
CTrainingSampleGuiListener | |
CTuneable |