DecisionRobust / scripts /load_examples.py
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Release five curated DecisionRobust configurations v1.0.0 (part 3)
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from pathlib import Path
from datasets import load_dataset
from io_utils import decode_record
root = Path(__file__).resolve().parents[1]
for config in ('text_adversarial_curated','text_injection_curated','image_perturbation_curated','image_overlay_curated','image_instruction_curated'):
ds = load_dataset(str(root), config, split='test')
row = ds[0]
record = decode_record(row)
print(config, len(ds), record['id'], record['task'], record['gt'])
if 'clean_image' in row:
print('Decoded image sizes:', row['clean_image'].size, row['adv_image'].size)