Replication Data for: MATWI: A Multimodal Automatic Tool Wear Inspection dataset
Description
MATWI, a new publicly available multimodal dataset for automatic tool wear inspection containing both images and captured sensor data during CNC milling processes. This dataset contains 17 tools ran to failure with 100 measurements over the lifespan, resulting in a large and unique dataset for tool wear estimation. It is also the first dataset that combines accelerometer, microphone and force measurements with image data captured along the tool life.
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Tags
- multimodal
- tool-wear
- machining
- time-series