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The LSUN objects dataset contains 3,780 empty records (zero-byte image data) across multiple categories. These empty records exist in the original LMDB databases and are not caused by download corruption or extraction issues (I've verified with provided MD5 hashes).
| Category | Empty Records |
|---|---|
| chair | 2,751 |
| train | 839 |
| airplane | 117 |
| car | 24 |
| bicycle | 10 |
| dog | 10 |
| boat | 7 |
| bottle | 7 |
| sofa | 6 |
| tv-monitor | 5 |
| cat | 2 |
| potted_plant | 1 |
| Total | 3,780 |
Consider documenting this in the README (even though it doesn't include any information about LSUN objects portion of the dataset now) and adding code into data.py, that would handle these cases automatically.
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