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1d2e6f2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | # Complementary NTIRE Real images
This prefix contains 25,000 additional NTIRE `label=0` Real
images. Every image has `width > 512` and
`height > 512`. The original 12,607 rows remain in
seven immutable `train-xxxxx-of-00007.parquet` files; the 12,393
`shard_4` continuation is stored in seven
`train-append-shard4-xxxxx-of-00007.parquet` files.
The append selection excludes every `sample_id` or image SHA-256 already in
the 50K `NTIRE/real` set or the original Complementary set. Original JPEG bytes
are embedded without re-encoding and every row matches profile
`d39db51fdcf2ed8c0f2148e77eb00b5f48d4993e8fa2d5e501a28188e1fd9f44`.
```python
from datasets import load_dataset
dataset = load_dataset(
"Edward0707/TechJam2026_Jamlai_Bench",
data_files={"train": "Complementary/train-*.parquet"},
)
```
`selection_manifest.csv` contains row-level provenance and hashes;
`summary.json` records both immutable generations and their validation.
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