DamagedPosterDetectorWithoutUI/requirements.txt at master · mubinui/DamagedPosterDetectorWithoutUI · GitHub

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# Core Dependencies (Updated June 2025)
opencv-python==4.10.0.84
opencv-contrib-python==4.10.0.84
numpy==2.0.0
Pillow==11.0.0
scipy==1.14.0
scikit-image==0.24.0
matplotlib==3.9.0
seaborn==0.13.2

# Deep Learning (Latest versions)
torch==2.4.0
torchvision==0.19.0
tensorflow==2.17.0
ultralytics==8.2.50
transformers==4.42.0

# Pretrained Models and Vision AI
accelerate==0.33.0
sentencepiece==0.2.0
protobuf==5.27.0
tokenizers==0.19.1
datasets==2.20.0
huggingface-hub==0.24.0

# Additional ML Libraries
requests==2.32.3
urllib3==2.2.2

# Machine Learning
scikit-learn==1.5.0
xgboost==2.1.0
lightgbm==4.4.0

# Image Processing and Analysis
albumentations==1.4.10
timm==1.0.7
efficientnet-pytorch==0.7.1
segmentation-models-pytorch==0.3.4

# Data Handling
pandas==2.2.3
h5py==3.11.0
tqdm==4.66.4

# Configuration and Logging
pyyaml==6.0.1
colorlog==6.8.2
python-dotenv==1.0.1

# API and Web Framework
fastapi==0.112.0
uvicorn[standard]==0.30.1
pydantic==2.8.0
python-multipart==0.0.9

# Visualization and Monitoring
plotly==5.22.0
wandb==0.17.3

# Utilities
click==8.1.7
rich==13.7.1

# Additional Production Dependencies
redis==5.0.7
celery==5.4.0
prometheus-client==0.20.0
psutil==6.0.0
httpx==0.27.0

# Development and Testing
pytest==8.1.1
pytest-cov==5.0.0
black==24.4.0
flake8==7.0.0
mypy==1.10.0

# Production
gunicorn==22.0.0
redis==5.0.4
celery==5.3.6