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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.

skills/deepstream-import-vision-model/SKILL.md

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# DeepStream Import Vision Model

When this skill is active, **read the relevant reference document before starting each phase**. Do not rely on memory — reference documents contain exact script paths, bash variable conventions, log filename contracts, and critical parsing rules.

**Current scope:** Object detection models only. Fail fast on classification, segmentation, or other architectures detected in `config.json`.

## Model choice — always offer two options

Before preflight, browsing, downloads, or file creation, present exactly these two choices. Do not
start with only an open-ended model-source prompt. If the user's request already clearly selects a
model, confirm the matching choice instead of asking redundantly.

### 1. Default model (recommended)