Initializing MVM2 Local OCR Subsystem (Pix2Text + LaTeX-OCR)...
Loaded Pix2Text Model successfully.
\nProcessing Image: C:\Users\Varshith Dharmaj\Downloads\major\math_verification_mvp\test_math.png
Loading C:\Users\Varshith Dharmaj\AppData\Roaming\pix2text\1.1\mfd-1.5-onnx\pix2text-mfd-1.5.onnx for ONNX Runtime inference...
Using ONNX Runtime 1.24.3 with CPUExecutionProvider

0: 384x768 1 embedding, 1 isolated, 312.6ms
Speed: 115.1ms preprocess, 312.6ms inference, 38.1ms postprocess per image at shape (1, 3, 384, 768)
\n==================================================
🏆 MVM2 LOCAL OCR ENGINE - PIPELINE VERIFICATION
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Backend Used: pix2text
\n[EXTRACTED LATEX]

$$
2 x+4=1 0
$$

\n[DETECTED LAYOUT MAP]
[
  {
    "type": "mixed",
    "text": "\n$$\n2 x+4=1 0\n$$\n"
  }
]
\n[WEIGHTED OCR CONFIDENCE SCORE]: 90.55%
==================================================
\nStatus: Verification SUCCESS