datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
PHM2010-perception
Roles
Roles: perception view of PHM2010 — annot is the source label (serviceable / worn), kept machine-parseable as the gold for verification and reward parsing; the model reads query + image, where the repo ships a milling spindle's axial cutting force in four image encodings as four equal-sized configs — reshaped (consecutive samples arranged as the rows of a grayscale square), scalogram (a continuous-wavelet time-scale view), spectrogram (a short-time Fourier transform) and… See the full description on the dataset page: https://huggingface.co/datasets/AI4Manufacturing/PHM2010-perception.PHM2010
Roles
Roles: canon repo — annot is the source label, kept machine-parseable as the gold for verification and reward parsing; there is no filled reasoning column and this repo is not itself a training view. Derived repos each state their own regime on their own card.
PHM 2010 milling — is this cutter still fit to cut? (reasoning track)
Part of the AI4Manufacturing FORGE corpus (Category C, task T-C1), and the corpus's first machining dataset. Each record is one… See the full description on the dataset page: https://huggingface.co/datasets/AI4Manufacturing/PHM2010.