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Zero-shot rotation baseline on biglam/british-library-book-images
Model: PaddleX PP-LCNet_x1_0_doc_ori (paddlepaddle 3.3.1 / paddlex 3.7.2), CPU, zero-shot.
Sample: first 700 streamed rows per config (embellishments, medium, plates) - stream order, not random.
Label = predicted degrees clockwise from upright; 0 means "correct as-is".
Examples in examples/: original (left) vs rotation-corrected (right).
Predicted orientation distribution
| config | n | 0 deg | 90 | 180 | 270 | misrotated rate |
|---|---|---|---|---|---|---|
| embellishments | 700 | 398 | 80 | 162 | 60 | 43.1% |
| medium | 700 | 518 | 52 | 86 | 44 | 26.0% |
| plates | 700 | 339 | 98 | 59 | 204 | 51.6% |
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