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README.md
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Use the Camera tab, allow camera access, choose the rear camera if your browser asks, and frame the page normally with the top-left of the music at the top-left of the preview. Tap or click the camera preview to take a snapshot, then tap **Transcribe Music** after the snapshot appears.
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Before inference, images are normalized for transcription and shown under the original input for comparison. Phone orientation metadata is applied, the page is perspective-corrected when a page boundary is detected, surrounding blank paper/background is trimmed away, single-line music is cropped to the music band, vertical crops are rotated horizontally, and the result is resized for model input.
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The local MiniCPM models are warmed up at startup with an example image so the first real transcription does not pay the initial generation setup cost.
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Use the Camera tab, allow camera access, choose the rear camera if your browser asks, and frame the page normally with the top-left of the music at the top-left of the preview. Tap or click the camera preview to take a snapshot, then tap **Transcribe Music** after the snapshot appears.
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Before inference, images are normalized for transcription and shown under the original input for comparison with a preprocessing confirmation message. Phone orientation metadata is applied, the page is perspective-corrected when a page boundary is detected, staff lines are detected, surrounding blank paper/background is trimmed away, single-line music is cropped to the music band, vertical crops are rotated horizontally, and the result is resized for model input.
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The local MiniCPM models are warmed up at startup with an example image so the first real transcription does not pay the initial generation setup cost.
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