Common server utilities for Matrice.ai services
Project description
matrice_streaming
matrice_streaming is a high-performance, Cython-compiled Python package providing streaming, client, and deployment utilities for Matrice.ai services. It offers ready-to-use streaming gateways, client management, camera handling, and deployment orchestration with complete type stubs for IDEs.
Features
- Cython Compiled – Optimized performance via C extensions.
- Streaming Gateway – Real-time streaming and inference processing.
- Client Management – Deploy clients with streaming capabilities.
- Camera Management – Handle multiple camera streams and configurations.
- Auto Streaming – Automated streaming workflows with intelligent routing.
- Deployment Tools – Complete deployment and pipeline management.
- Type Hints & Stubs –
.pyistubs for full IDE autocomplete and docstring support. - Modular Design – Clear separation of client, deployment, and streaming components.
Installation
pip install --index-url https://test.pypi.org/simple/ matrice_streaming
Example Usage
from matrice_streaming import StreamingGateway, AutoStreaming
from matrice_streaming import CameraManager, Deployment
# Example: Create streaming gateway
gateway = StreamingGateway(
model_input_type="video",
input_config=input_config,
output_config=output_config
)
# Example: Auto streaming setup
auto_stream = AutoStreaming()
auto_stream.start_streaming()
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