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feat: Sprint 2 — TrOCR ONNX, PP-DocLayout, Model Management

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D2: TrOCR ONNX export script (printed + handwritten, int8 quantization)
D3: PP-DocLayout ONNX export script (download or Docker-based conversion)
B3: Model Management admin page (PyTorch vs ONNX status, benchmarks, config)
A4: TrOCR ONNX service with runtime routing (auto/pytorch/onnx via TROCR_BACKEND)
A5: PP-DocLayout ONNX detection with OpenCV fallback (via GRAPHIC_DETECT_BACKEND)
B4: Structure Detection UI toggle (OpenCV vs PP-DocLayout) with class color coding
C3: TrOCR-ONNX.md documentation
C4: OCR-Pipeline.md ONNX section added
C5: mkdocs.yml nav updated, optimum added to requirements.txt

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Benjamin Admin
2026-03-23 09:53:02 +01:00
parent c695b659fb
commit be7f5f1872
16 changed files with 3616 additions and 60 deletions
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klausur-service/backend/requirements.txt
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@@ -48,6 +48,9 @@ email-validator>=2.0.0
# DOCX export for reconstruction editor (MIT license)
python-docx>=1.1.0
# ONNX model export and optimization (Apache-2.0)
optimum[onnxruntime]>=1.17.0
# Testing
pytest>=8.0.0
pytest-asyncio>=0.23.0