Error code:   ConfigNamesError
Exception:    FileNotFoundError
Message:      Couldn't find any data file at /src/services/worker/KillerBoss/eink-dirty-region-dataset. Couldn't find 'KillerBoss/eink-dirty-region-dataset' on the Hugging Face Hub either: FileNotFoundError: Unable to find 'hf://datasets/KillerBoss/eink-dirty-region-dataset@0235795a5b2f28caf41ee7b80655fcd3fed938fc/data/decision.npz' with any supported extension ['.csv', '.tsv', '.json', '.jsonl', '.ndjson', '.parquet', '.geoparquet', '.gpq', '.arrow', '.txt', '.conll', '.conllu', '.tar', '.xml', '.hdf5', '.h5', '.eval', '.lance', '.tsfile', '.blp', '.bmp', '.dib', '.bufr', '.cur', '.pcx', '.dcx', '.dds', '.ps', '.eps', '.fit', '.fits', '.fli', '.flc', '.ftc', '.ftu', '.gbr', '.gif', '.grib', '.png', '.apng', '.jp2', '.j2k', '.jpc', '.jpf', '.jpx', '.j2c', '.icns', '.ico', '.im', '.iim', '.tif', '.tiff', '.jfif', '.jpe', '.jpg', '.jpeg', '.mpg', '.mpeg', '.msp', '.pcd', '.pxr', '.pbm', '.pgm', '.ppm', '.pnm', '.psd', '.bw', '.rgb', '.rgba', '.sgi', '.ras', '.tga', '.icb', '.vda', '.vst', '.webp', '.wmf', '.emf', '.xbm', '.xpm', '.BLP', '.BMP', '.DIB', '.BUFR', '.CUR', '.PCX', '.DCX', '.DDS', '.PS', '.EPS', '.FIT', '.FITS', '.FLI', '.FLC', '.FTC', '.FTU', '.GBR', '.GIF', '.GRIB', '.PNG', '.APNG', '.JP2', '.J2K', '.JPC', '.JPF', '.JPX', '.J2C', '.ICNS', '.ICO', '.IM', '.IIM', '.TIF', '.TIFF', '.JFIF', '.JPE', '.JPG', '.JPEG', '.MPG', '.MPEG', '.MSP', '.PCD', '.PXR', '.PBM', '.PGM', '.PPM', '.PNM', '.PSD', '.BW', '.RGB', '.RGBA', '.SGI', '.RAS', '.TGA', '.ICB', '.VDA', '.VST', '.WEBP', '.WMF', '.EMF', '.XBM', '.XPM', '.aiff', '.au', '.avr', '.caf', '.flac', '.htk', '.svx', '.mat4', '.mat5', '.mpc2k', '.ogg', '.paf', '.pvf', '.raw', '.rf64', '.sd2', '.sds', '.ircam', '.voc', '.w64', '.wav', '.nist', '.wavex', '.wve', '.xi', '.mp3', '.opus', '.3gp', '.3g2', '.avi', '.asf', '.flv', '.mp4', '.mov', '.m4v', '.mkv', '.webm', '.f4v', '.wmv', '.wma', '.ogm', '.mxf', '.nut', '.AIFF', '.AU', '.AVR', '.CAF', '.FLAC', '.HTK', '.SVX', '.MAT4', '.MAT5', '.MPC2K', '.OGG', '.PAF', '.PVF', '.RAW', '.RF64', '.SD2', '.SDS', '.IRCAM', '.VOC', '.W64', '.WAV', '.NIST', '.WAVEX', '.WVE', '.XI', '.MP3', '.OPUS', '.3GP', '.3G2', '.AVI', '.ASF', '.FLV', '.MP4', '.MOV', '.M4V', '.MKV', '.WEBM', '.F4V', '.WMV', '.WMA', '.OGM', '.MXF', '.NUT', '.glb', '.ply', '.stl', '.GLB', '.PLY', '.STL', '.pdf', '.PDF', '.nii', '.NII', '.zip', '.idx', '.manifest', '.txn']
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 67, in compute_config_names_response
                  config_names = get_dataset_config_names(
                      path=dataset,
                      token=hf_token,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 161, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                      path,
                  ...<4 lines>...
                      **download_kwargs,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 1211, in dataset_module_factory
                  raise FileNotFoundError(
                  ...<2 lines>...
                  ) from None
              FileNotFoundError: Couldn't find any data file at /src/services/worker/KillerBoss/eink-dirty-region-dataset. Couldn't find 'KillerBoss/eink-dirty-region-dataset' on the Hugging Face Hub either: FileNotFoundError: Unable to find 'hf://datasets/KillerBoss/eink-dirty-region-dataset@0235795a5b2f28caf41ee7b80655fcd3fed938fc/data/decision.npz' with any supported extension ['.csv', '.tsv', '.json', '.jsonl', '.ndjson', '.parquet', '.geoparquet', '.gpq', '.arrow', '.txt', '.conll', '.conllu', '.tar', '.xml', '.hdf5', '.h5', '.eval', '.lance', '.tsfile', '.blp', '.bmp', '.dib', '.bufr', '.cur', '.pcx', '.dcx', '.dds', '.ps', '.eps', '.fit', '.fits', '.fli', '.flc', '.ftc', '.ftu', '.gbr', '.gif', '.grib', '.png', '.apng', '.jp2', '.j2k', '.jpc', '.jpf', '.jpx', '.j2c', '.icns', '.ico', '.im', '.iim', '.tif', '.tiff', '.jfif', '.jpe', '.jpg', '.jpeg', '.mpg', '.mpeg', '.msp', '.pcd', '.pxr', '.pbm', '.pgm', '.ppm', '.pnm', '.psd', '.bw', '.rgb', '.rgba', '.sgi', '.ras', '.tga', '.icb', '.vda', '.vst', '.webp', '.wmf', '.emf', '.xbm', '.xpm', '.BLP', '.BMP', '.DIB', '.BUFR', '.CUR', '.PCX', '.DCX', '.DDS', '.PS', '.EPS', '.FIT', '.FITS', '.FLI', '.FLC', '.FTC', '.FTU', '.GBR', '.GIF', '.GRIB', '.PNG', '.APNG', '.JP2', '.J2K', '.JPC', '.JPF', '.JPX', '.J2C', '.ICNS', '.ICO', '.IM', '.IIM', '.TIF', '.TIFF', '.JFIF', '.JPE', '.JPG', '.JPEG', '.MPG', '.MPEG', '.MSP', '.PCD', '.PXR', '.PBM', '.PGM', '.PPM', '.PNM', '.PSD', '.BW', '.RGB', '.RGBA', '.SGI', '.RAS', '.TGA', '.ICB', '.VDA', '.VST', '.WEBP', '.WMF', '.EMF', '.XBM', '.XPM', '.aiff', '.au', '.avr', '.caf', '.flac', '.htk', '.svx', '.mat4', '.mat5', '.mpc2k', '.ogg', '.paf', '.pvf', '.raw', '.rf64', '.sd2', '.sds', '.ircam', '.voc', '.w64', '.wav', '.nist', '.wavex', '.wve', '.xi', '.mp3', '.opus', '.3gp', '.3g2', '.avi', '.asf', '.flv', '.mp4', '.mov', '.m4v', '.mkv', '.webm', '.f4v', '.wmv', '.wma', '.ogm', '.mxf', '.nut', '.AIFF', '.AU', '.AVR', '.CAF', '.FLAC', '.HTK', '.SVX', '.MAT4', '.MAT5', '.MPC2K', '.OGG', '.PAF', '.PVF', '.RAW', '.RF64', '.SD2', '.SDS', '.IRCAM', '.VOC', '.W64', '.WAV', '.NIST', '.WAVEX', '.WVE', '.XI', '.MP3', '.OPUS', '.3GP', '.3G2', '.AVI', '.ASF', '.FLV', '.MP4', '.MOV', '.M4V', '.MKV', '.WEBM', '.F4V', '.WMV', '.WMA', '.OGM', '.MXF', '.NUT', '.glb', '.ply', '.stl', '.GLB', '.PLY', '.STL', '.pdf', '.PDF', '.nii', '.NII', '.zip', '.idx', '.manifest', '.txn']

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E-Ink Dirty-Region Training Dataset

Synthetischer Trainingsdatensatz für event-getriebene, E-Ink-artige Bildaktualisierung (Dirty-Region-Vorhersage + Patch-Generierung). Er ist die Trainingsgrundlage der Modelle in KillerBoss/eink-npu-dirty-region (871K Parameter, kompiliert für das Hexagon NPU des Snapdragon 8 Elite Gen 5).

Kein öffentlicher E-Ink-Datensatz existierte für dieses Problem — deshalb ist der Datensatz vollständig prozedural erzeugt und mit beigelegten Skripten reproduzierbar.

Inhalt

Datei	Größe	Inhalt
`data/decision.npz`	1,7 MB	Decision-Head-Training: 2.400 Screenshots (7×44×96 float16: Thumbnail 64×30, Touch-Heatmap, 5× Action-One-hot) + Kachel-Labels (11×12 Binary-Masken)
`data/patch.npz`	6,5 MB	Patch-Generator-Training: 2.151 Patch-Paare (Kachel-Kontext 2×128×128 + Global-Context 1×32×32 → Ziel-Kachel 1×128×128, float32/uint8)
`previews/*.png`	—	6 Szenenvorschauen (Aktionen ink/erase/morph/reveal/none) + Kachel-Gitter-Preview
`gen_dataset.py`, `common.py`	—	Generator-Skripte (E-Ink-Simulator: Bayer-Dithering, Ghosting, Rauschen)

Verteilung der Aktionen

Aktion	Szenen	Bedeutung
`ink`	730	Neuer Strich/Text wird geschrieben
`erase`	398	Inhalt wird radiert
`morph`	662	Bestehender Inhalt ändert sich (Chart/Dashboard-Update)
`reveal`	361	Verdeckter Inhalt erscheint
`none`	249	Nichts ändert sich (negatives Trainingssignal)

Labels entstehen automatisch aus der Vorher/Nachher-Differenz: Kacheln mit |diff| > Schwelle sind positiv.

Erzeugungsprozess

Prozedurale Dokumente/Dashboards (Text, Boxen, Charts) in E-Ink-Ästhetik
Bayer-Dithering (8 Graustufen), Ghosting (Restgraue alter Frames), Sensor-Rauschen
Eine von 5 Aktionen pro Szene, Vorher/Nachher-Render
Automatische Label-Ableitung (Decision-Masken, Patch-Paare)

Reproduktion:

pip install numpy pillow
python gen_dataset.py   # → data/decision.npz, data/patch.npz

Bekannte Einschränkungen

Rein synthetisch: Schriftarten/Layouts sind prozedural, keine realen Fotos oder Scans.
E-Ink-Look ist simuliert (Dithering + Ghosting), nicht aus echten E-Ink-Displays gescannt.
reveal/morph-Inhalte sind plausibel, aber nicht pixel-exakt rekonstruierbar — sie fordern den Generator bewusst zugeneralisierendem Verhalten.
Trainings-/Val-Split wurde beim Training intern vorgenommen; die 150 Eval-Szenen (Seed 999) im Model-Repo wurden frisch generiert und nie zum Training genutzt.

Downloads last month: -

Total file size:

11.9 MB

Models trained or fine-tuned on KillerBoss/eink-dirty-region-dataset

KillerBoss/eink-npu-dirty-region

Image-to-Image • Updated about 16 hours ago