Advanced-Image-Sensor-Interface/requirements-full.txt at main · muditbhargava66/Advanced-Image-Sensor-Interface · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
# Advanced Image Sensor Interface - Full Feature Set
# Install with: pip install -r requirements-full.txt
# This includes all optional dependencies for GPU acceleration, advanced processing, etc.

# Include core requirements
-r requirements.txt

# GPU acceleration (optional - graceful degradation if not available)
cupy-cuda12x>=12.0.0; sys_platform != "darwin"  # CUDA support for Linux/Windows
numba>=0.58.0,<1.0.0  # JIT compilation

# Advanced image processing
opencv-contrib-python>=4.8.1,<5.0.0  # Extended OpenCV features
scikit-image>=0.20.0,<1.0.0  # Advanced image processing algorithms
imageio[ffmpeg]>=2.33.0,<3.0.0  # Video processing support
rawpy>=0.18.0,<1.0.0  # RAW image processing

# Machine learning and AI
torch>=2.0.0,<3.0.0; sys_platform != "darwin"  # PyTorch for neural networks
torchvision>=0.15.0,<1.0.0; sys_platform != "darwin"  # Computer vision models
tensorflow>=2.13.0,<3.0.0; sys_platform != "darwin"  # TensorFlow for ML

# Scientific computing enhancements
sympy>=1.12.0,<2.0.0  # Symbolic mathematics
astropy>=5.3.0,<6.0.0  # Astronomical image processing
photutils>=1.9.0,<2.0.0  # Photometry and image analysis

# Hardware interface simulation
pyserial>=3.5.0,<4.0.0  # Serial communication simulation
pyusb>=1.2.0,<2.0.0  # USB interface simulation
smbus2>=0.4.0,<1.0.0; sys_platform == "linux"  # I2C interface (Linux only)

# Performance monitoring
memory-profiler>=0.61.0,<1.0.0  # Memory usage profiling
line-profiler>=4.1.0,<5.0.0  # Line-by-line profiling
py-spy>=0.3.0,<1.0.0  # Sampling profiler

# Data formats and serialization
h5py>=3.8.0,<4.0.0  # HDF5 file format
zarr>=2.16.0,<3.0.0  # Chunked, compressed arrays
msgpack>=1.0.0,<2.0.0  # Fast serialization
protobuf>=4.24.0,<5.0.0  # Protocol buffers

# Networking and protocols
requests>=2.31.0,<3.0.0  # HTTP requests
websockets>=11.0.0,<12.0.0  # WebSocket support
pyzmq>=25.1.0,<26.0.0  # ZeroMQ messaging

# Visualization enhancements
plotly>=5.17.0,<6.0.0  # Interactive plotting
bokeh>=3.2.0,<4.0.0  # Web-based visualization
seaborn>=0.12.0,<1.0.0  # Statistical visualization

# Configuration and utilities
click>=8.1.0,<9.0.0  # Command-line interface
rich>=13.6.0,<14.0.0  # Rich text and beautiful formatting
typer>=0.9.0,<1.0.0  # Modern CLI framework
pydantic>=2.4.0,<3.0.0  # Data validation

# Development and debugging
icecream>=2.1.0,<3.0.0  # Debugging print statements
loguru>=0.7.0,<1.0.0  # Advanced logging
colorama>=0.4.0,<1.0.0  # Cross-platform colored terminal text

# Optional GUI support
tkinter-tooltip>=2.1.0,<3.0.0  # GUI tooltips
pillow-simd>=10.0.0,<11.0.0; sys_platform != "darwin"  # SIMD-optimized Pillow

# Note: Some packages may not be available on all platforms
# GPU packages (cupy, torch, tensorflow) are excluded on macOS for compatibility
# Linux-specific packages (smbus2) are only installed on Linux systems
# All packages include version constraints for stability