Files
breakpilot-lehrer/klausur-service/backend/requirements.txt
Benjamin Admin be7f5f1872 feat: Sprint 2 — TrOCR ONNX, PP-DocLayout, Model Management
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>
2026-03-23 09:53:02 +01:00

57 lines
1.2 KiB
Plaintext

fastapi>=0.109.0
uvicorn[standard]>=0.27.0
python-multipart>=0.0.6
pyjwt>=2.8.0
httpx>=0.26.0
python-dotenv>=1.0.0
# BYOEH Dependencies
qdrant-client>=1.7.0
cryptography>=41.0.0
PyPDF2>=3.0.0
PyMuPDF>=1.24.0
# PyTorch CPU-only (smaller, no CUDA needed for Docker on Mac)
--extra-index-url https://download.pytorch.org/whl/cpu
torch>=2.0.0
# Local Embeddings (no API key needed)
sentence-transformers>=2.2.0
# MinIO Object Storage
minio>=7.2.0
# OpenCV for handwriting detection (headless = no GUI, smaller for CI)
opencv-python-headless>=4.8.0
# Tesseract OCR Python binding (requires system tesseract-ocr package)
pytesseract>=0.3.10
Pillow>=10.0.0
# RapidOCR (PaddleOCR models on ONNX Runtime — works on ARM64 natively)
rapidocr
onnxruntime
# IPA pronunciation dictionary lookup (MIT license, bundled CMU dict ~134k words)
eng-to-ipa
# Spell-checker for rule-based OCR correction (MIT license)
pyspellchecker>=0.8.1
# PostgreSQL (for metrics storage)
psycopg2-binary>=2.9.0
asyncpg>=0.29.0
# Email validation for Pydantic
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