domains / families / software-engineering / deepstream-import-vision-model

deepstream-import-vision-model

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Use this skill to bring a supported object-detection vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepStream pipeline with end-to-end automation: ONNX download, SafeTensors export, TRT engine build, custom nvinfer bbox parser, multi-stream benchmark, and PDF report. Object detection models only.

When to use

• import object-detection vision model
• ONNX download
• SafeTensors export
• TRT engine build
• custom nvinfer bbox parser
• multi-stream benchmark
• PDF report generation

When not to use

• classification models
• segmentation models
• other non-detection architectures

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