| { | |
| "artifacts": { | |
| "prepared_images_dir": { | |
| "path": "prepared/img/" | |
| }, | |
| "raw_hdf5": { | |
| "path": "raw/multimodal_imdb.hdf5" | |
| }, | |
| "raw_metadata": { | |
| "path": "raw/metadata.npy" | |
| } | |
| }, | |
| "dataset": "mm-imdb", | |
| "format": "csv", | |
| "labels": { | |
| "encoding": "pipe_separated", | |
| "label_set": [ | |
| "genre_0", | |
| "genre_1", | |
| "genre_10", | |
| "genre_11", | |
| "genre_12", | |
| "genre_13", | |
| "genre_14", | |
| "genre_15", | |
| "genre_16", | |
| "genre_17", | |
| "genre_18", | |
| "genre_19", | |
| "genre_2", | |
| "genre_20", | |
| "genre_21", | |
| "genre_22", | |
| "genre_3", | |
| "genre_4", | |
| "genre_5", | |
| "genre_6", | |
| "genre_7", | |
| "genre_8", | |
| "genre_9" | |
| ] | |
| }, | |
| "notes": "Prepared from archive.org 'ready-to-use Fuel format' artifacts. Posters can be extracted to prepared/img (JPEG if Pillow is available, otherwise PPM).", | |
| "sampling": { | |
| "max_examples": 2000, | |
| "seed": 0 | |
| }, | |
| "source": { | |
| "archive_org": { | |
| "metadata.npy": { | |
| "sha256": "c124d5686401b9b1773afd52e077393e72e162e3948f754b72fd138fa5f6aaec", | |
| "url": "https://archive.org/download/mmimdb/metadata.npy" | |
| }, | |
| "multimodal_imdb.hdf5": { | |
| "sha256": "b811772a5d175bf143246ad539ddb2395f203c8dbd1d1d9438a6081a6d63f440", | |
| "url": "https://archive.org/download/mmimdb/multimodal_imdb.hdf5" | |
| } | |
| } | |
| }, | |
| "splits": { | |
| "test": { | |
| "n": 200, | |
| "path": "prepared/test.csv" | |
| }, | |
| "train": { | |
| "n": 1600, | |
| "path": "prepared/train.csv" | |
| }, | |
| "val": { | |
| "n": 200, | |
| "path": "prepared/val.csv" | |
| } | |
| }, | |
| "task": { | |
| "label_column": "labels", | |
| "type": "multimodal_multilabel_classification" | |
| } | |
| } | |