End-to-end tutorials

This section provides detailed end-to-end tutorials to help you get started with Edge Impulse:

Movement classification and anomaly detection

• Continuous motion recognition

Sound classification

• Keyword spotting

• Sound recognition

Image classification

• Image classification

Object detection

• Detect objects using MobileNet SSD (bounding boxes)

• Object detection using FOMO (centroids)

Classification using several sensors

• Sensor fusion

HR/HRV features

• Getting Started with the HR/HRV Features Block

Edge Impulse Datasets

Need inspiration? Check out our Edge Impulse datasets collection that contains publicly available datasets collected, generated or curated by Edge Impulse or its partners.

These datasets highlight specific use cases, helping you understand the types of data commonly encountered in projects like object detection, audio classification, and visual anomaly detection.