Flatten an axis into a single value, useful for slow-moving averages like temperature data, in combination with other blocks.

Preprocess and normalize image data, and optionally reduce the color depth.

Extracts features from audio signals using Mel Frequency Cepstral Coefficients, great for human voice.

Extracts a spectrogram from audio signals using Mel-filterbank energy features, great for non-voice audio.

Great for analyzing repetitive motion, such as data from accelerometers. Extracts the frequency and power characteristics of a signal over time.

Extracts a spectrogram from audio or sensor data, great for non-voice audio or data with continuous frequencies.

Syntiant only. Compute log Mel-filterbank energy features from an audio signal.

Syntiant only. Great for analyzing repetitive motion, such as data from accelerometers. Extracts the frequency and power characteristics of a signal over time.

Process PPG or ECG data into heart rate and heart rate variability features.

Use data without pre-processing. Useful if you want to use deep learning to learn features.

Learns patterns from data, and can apply these to new data. Great for predicting numeric continuous values.

Learns patterns from data, and can apply these to new data. Great for categorizing movement or recognizing audio.

Fine tune a pre-trained image classification model on your data. Good performance even with relatively small image datasets.

Fine tune a pre-trained object detection model on your data. Good performance even with relatively small image datasets.

Fine tune a pre-trained keyword spotting model on your data. Good performance even with relatively small keyword datasets.

Find outliers in new data. Good for recognizing unknown states, and to complement classifiers. Works best with low dimensionality features like the output of the spectral features block.

Learns patterns from data, and can apply these to new data. Great for categorizing movement or recognizing audio. Only works with BrainChip AKD1000 MINI PCIe board.

Fine tune a pre-trained image classification model on your data. Good performance even with relatively small image datasets. Only works with BrainChip AKD1000 MINI PCIe board.

Fine tune a pre-trained object detection model on your data. Good performance even with relatively small image datasets. Only works with BrainChip AKD1000 MINI PCIe board.

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