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| project: | |
| name: adjective_aware_embedding | |
| task: multi_label_attribute_prediction | |
| primary_object_class: chair | |
| dataset: | |
| name: visual_genome | |
| root_dir: data/raw/visual_genome | |
| processed_dir: data/processed/visual_genome | |
| cache_dir: data/cache | |
| image_size: 224 | |
| num_workers: 8 | |
| pin_memory: true | |
| expected_primary_object_class: chair | |
| download: | |
| enabled: true | |
| force_download: false | |
| timeout_seconds: 120 | |
| retries: 3 | |
| chunk_size_bytes: 1048576 | |
| artifacts: | |
| - name: images_metadata | |
| url: https://homes.cs.washington.edu/~ranjay/visualgenome/data/dataset/image_data.json.zip | |
| filename: image_data.json.zip | |
| sha256: null | |
| - name: objects | |
| url: https://homes.cs.washington.edu/~ranjay/visualgenome/data/dataset/objects.json.zip | |
| filename: objects.json.zip | |
| sha256: null | |
| - name: attributes | |
| url: https://homes.cs.washington.edu/~ranjay/visualgenome/data/dataset/attributes.json.zip | |
| filename: attributes.json.zip | |
| sha256: null | |
| extraction: | |
| enabled: true | |
| force_extract: false | |
| safe_extract: true | |
| marker_file: .extract_complete | |
| archives: | |
| - image_data.json.zip | |
| - objects.json.zip | |
| - attributes.json.zip | |
| processing: | |
| output_format: parquet | |
| csv_fallback: true | |
| processing_report_file: processing_report.json | |
| label_vocab_file: label_vocab.json | |
| label_frequency_file: label_frequencies.json | |
| samples_file_parquet: samples.parquet | |
| samples_file_csv: samples.csv | |
| split_dir: splits | |
| unknown_label_token: __unknown__ | |
| keep_unmapped_attributes: false | |
| strict_chair_only: true | |
| splits: | |
| train: 0.8 | |
| val: 0.1 | |
| test: 0.1 | |
| stratify_by_attribute_groups: true | |
| multilabel_stratify: true | |
| stratify_fallback: iterative_bucket | |
| split_seed: 42 | |
| attributes: | |
| groups: | |
| color: | |
| - blue | |
| - red | |
| - white | |
| - black | |
| material: | |
| - wooden | |
| - plastic | |
| - metal | |
| condition: | |
| - broken | |
| - clean | |
| - dirty | |
| - old | |
| min_support: 200 | |
| lowercase: true | |
| lemmatize: true | |
| synonym_map: | |
| wood: wooden | |
| damaged: broken | |
| filtering: | |
| drop_empty_labels: true | |
| deduplicate_images: true | |
| keep_only_primary_object: chair | |
| max_samples_per_attribute: null | |
| augmentation: | |
| enabled: true | |
| horizontal_flip_prob: 0.5 | |
| color_jitter_prob: 0.2 | |
| random_resized_crop_scale: | |
| - 0.8 | |
| - 1.0 | |