datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
PlanetArt-POC
PLA Benchmark Database
Features
PlanetArt Custom Dataset for Best Photo POC only.
Meta-data: ratings, popularity, indicators, tags (.csv files)
metadata.csv
image_name: name of the image, based on a dataset specific ID
quality_mos: the quality mean opinion score (MOS) of the image
SNU-PLANETARY-annotated
SNU-PLANETARY-annotated
Order spectra about the gear mesh line of a single-stage planetary gearbox
(ring fixed; sun 31 teeth, 3 planets of 31, ring 95), as a three-class fault
location task: normal / sun_gear / planet_gear. 917 records. reasoning is filled on every record; the twin repo SNU-PLANETARY is identical except that field is empty.
The reading
The abscissa is the order offset from the mesh line; the ordinate is every line's
height divided by the mesh… See the full description on the dataset page: https://huggingface.co/datasets/AI4Manufacturing/SNU-PLANETARY-annotated.SNU-PLANETARY
SNU-PLANETARY
Order spectra about the gear mesh line of a single-stage planetary gearbox
(ring fixed; sun 31 teeth, 3 planets of 31, ring 95), as a three-class fault
location task: normal / sun_gear / planet_gear. 917 records. reasoning is empty here; the twin repo SNU-PLANETARY-annotated is identical except that field is filled.
The reading
The abscissa is the order offset from the mesh line; the ordinate is every line's
height divided by the mesh line, so the… See the full description on the dataset page: https://huggingface.co/datasets/AI4Manufacturing/SNU-PLANETARY.SNU-PLANETARY-perception
SNU-PLANETARY-perception
Four other representations (spectrogram, scalogram, waveform, reshaped) of the same windows of a single-stage planetary gearbox
(ring fixed; sun 31 teeth, 3 planets of 31, ring 95), as a three-class fault
location task: normal / sun_gear / planet_gear. 6,104 records. reasoning is empty: this is the perception track. The order-spectrum reasoning track is SNU-PLANETARY / SNU-PLANETARY-annotated.
This track carries both speed profiles, the constant-speed… See the full description on the dataset page: https://huggingface.co/datasets/AI4Manufacturing/SNU-PLANETARY-perception.