> ## Documentation Index > Fetch the complete documentation index at: https://docs.edgeimpulse.com/llms.txt > Use this file to discover all available pages before exploring further. # Datasets This datasets collection contains publicly available datasets collected, generated or curated by Edge Impulse or its partners. Each of these datasets highlights a specific use case or machine learning task, helping you understand the types of data commonly encountered in projects like object detection, audio classification, and visual anomaly detection. While not intended for production models, they serve as valuable resources for learning, experimentation, and prototyping. Whether you're a developer, researcher, or student, these datasets are here to support your exploration of edge AI by offering real-world scenarios and insights into data preparation and model development. *** ## Image ### Image Classification *** *** **Data items:** 264 *** **Labels:** anomaly, rot-powder, rot-water *** *** **Data items:** 246 *** **Labels:** cotton stem, epidermis onion, housefly leg, unknown, wood stem ### Object Detection *** *** **Data items:** 130 *** **Labels:** empty, full *** *** **Data items:** 101 *** **Labels:** Can *** *** **Data items:** 670 *** **Labels:** blue, green, red, yellow *** *** **Data items:** 85 *** **Labels:** left, right *** *** **Data items:** 85 *** **Labels:** dice *** *** **Data items:** 85 *** **Labels:** blue, green, orange, purple, red, yellow ### Visual Anomaly Detection *** *** **Data items:** 149 *** **Labels:** anomaly, no anomaly *** *** **Data items:** 195 *** **Labels:** anomaly, no anomaly *** *** **Data items:** 204 *** **Labels:** good, rusty *** *** **Data items:** 464 *** **Labels:** anomaly, no anomaly *** *** **Data items:** 195 *** **Labels:** anomaly, no anomaly ### Visual Regression *** *** **Data items:** 747 *** **Labels:** -1, 0, 0.4, 0.5, 0.7, 0.75, 1, 1.2, 1.25, 1.5, 2 ## Audio ### Audio Classification *** *** **Data items:** 18 (0h 15m 40s) *** **Labels:** faucet, noise *** *** **Data items:** 2062 (0h 34m 22s) *** **Labels:** helloworld, noise, unknown ## Time-series ### Motion and Vibration Classification *** *** **Data items:** 11 (0h 9m 32s) *** **Labels:** extract, grind, idle, pump *** *** **Data items:** 101 (0h 15m 16s) *** **Labels:** anomaly, idle, snake, updown, wave ### Sensor Fusion Classification *** *** **Data items:** 36 (0h 5m 55s) *** **Labels:** , extract, grind, idle, pump