Deepstream Import Vision Model — Agent Skill by NVIDIA

From the author

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.

— the description by Tushar Khinvasara

Install

Get the skill from its source (we cannot redistribute it):
https://github.com/NVIDIA/skills/tree/fce3cca4170be75e82c64920654d56ee2811b005/skills/deepstream-import-vision-model

Documentation by Tushar Khinvasara

The licence of this skill does not allow us to copy its documentation. Read it at the source

Files

.gitattributes(opens on GitHub)Not mirrored: opens on GitHub640 B
.gitignore(opens on GitHub)Not mirrored: opens on GitHub46 B
BENCHMARK.md(opens on GitHub)Not mirrored: opens on GitHub4.9 KiB
CHANGELOG.md(opens on GitHub)Not mirrored: opens on GitHub18.1 KiB
README.md(opens on GitHub)Not mirrored: opens on GitHub4.0 KiB
SKILL.md(opens on GitHub)Not mirrored: opens on GitHub14.2 KiB
agents/openai.yaml(opens on GitHub)Not mirrored: opens on GitHub384 B
evals/evals.json(opens on GitHub)Not mirrored: opens on GitHub24.1 KiB
install.ps1(opens on GitHub)ScriptNot mirrored: opens on GitHub5.4 KiB
install.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub6.3 KiB
references/README.md(opens on GitHub)Not mirrored: opens on GitHub774 B
references/engine-build.md(opens on GitHub)Not mirrored: opens on GitHub16.6 KiB
references/model-acquire.md(opens on GitHub)Not mirrored: opens on GitHub24.7 KiB
references/pipeline-run.md(opens on GitHub)Not mirrored: opens on GitHub27.2 KiB
references/report-generation.md(opens on GitHub)Not mirrored: opens on GitHub26.8 KiB
references/windows.md(opens on GitHub)Not mirrored: opens on GitHub3.3 KiB
scripts/deepstream/benchmark-ds.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub3.6 KiB
scripts/deepstream/ds-kitti-dump.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub4.5 KiB
scripts/deepstream/ds-perf-run.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub4.8 KiB
scripts/deepstream/ds-single-stream.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub4.9 KiB
scripts/deepstream/ds-sweep.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub12.3 KiB
scripts/deepstream/extract-frame.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub1.9 KiB
scripts/dsrun.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub1.4 KiB
scripts/engine/benchmark-trtexec.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub2.8 KiB
scripts/model/cleanup.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub2.7 KiB
scripts/model/config-to-labels.py(opens on GitHub)ScriptNot mirrored: opens on GitHub4.1 KiB
scripts/model/hf-download-config.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub2.2 KiB
scripts/model/hf-list-files.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub4.4 KiB
scripts/model/inspect-onnx.py(opens on GitHub)ScriptNot mirrored: opens on GitHub3.7 KiB
scripts/model/make-static-batch-onnx.py(opens on GitHub)ScriptNot mirrored: opens on GitHub2.7 KiB
scripts/model/ngc-download.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub3.8 KiB
scripts/model/ngc-list-files.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub2.7 KiB
scripts/model/resolve-engine.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub1.8 KiB
scripts/model/safetensors-to-onnx.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub3.6 KiB
scripts/model/safetensors_to_onnx.py(opens on GitHub)ScriptNot mirrored: opens on GitHub10.0 KiB
scripts/preflight.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub4.2 KiB
scripts/report/generate-benchmark-charts.py(opens on GitHub)ScriptNot mirrored: opens on GitHub10.8 KiB
scripts/report/latex-pdf-wrap.tex(opens on GitHub)Not mirrored: opens on GitHub1.6 KiB
scripts/report/md-to-html-pdf.py(opens on GitHub)ScriptNot mirrored: opens on GitHub7.1 KiB
scripts/report/md-to-pdf.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub2.2 KiB
scripts/report/mermaid-puppeteer-root.json(opens on GitHub)Not mirrored: opens on GitHub86 B
scripts/report/mermaid-puppeteer.json(opens on GitHub)Not mirrored: opens on GitHub42 B
scripts/report/pandoc-wrap-tables.lua(opens on GitHub)ScriptNot mirrored: opens on GitHub2.2 KiB
scripts/report/render-mermaid-for-pdf.py(opens on GitHub)ScriptNot mirrored: opens on GitHub7.4 KiB
scripts/report/report-style.css(opens on GitHub)Not mirrored: opens on GitHub1.9 KiB
scripts/requirements.txt(opens on GitHub)Not mirrored: opens on GitHub2.6 KiB
setup.sh(opens on GitHub)ScriptNot mirrored: opens on GitHub3.6 KiB
skill-card.md(opens on GitHub)Not mirrored: opens on GitHub4.5 KiB
skill.oms.sig(opens on GitHub)Not mirrored: opens on GitHub16.1 KiB
tests/README.md(opens on GitHub)Not mirrored: opens on GitHub3.0 KiB
tests/__init__.py(opens on GitHub)ScriptNot mirrored: opens on GitHub137 B
tests/test_evals_contract.py(opens on GitHub)ScriptNot mirrored: opens on GitHub10.5 KiB
tests/test_hardened_scripts.py(opens on GitHub)ScriptNot mirrored: opens on GitHub13.3 KiB
tests/test_onnx_export_contract.py(opens on GitHub)ScriptNot mirrored: opens on GitHub8.9 KiB
tests/test_powershell_installer.py(opens on GitHub)ScriptNot mirrored: opens on GitHub9.2 KiB
tests/test_skill_model_intake.py(opens on GitHub)ScriptNot mirrored: opens on GitHub2.0 KiB

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Needs a command-line tool, Needs Python

Security

What our scanner noticed· Medium risk

Phrasing that asks for actions without confirmation
Large base64-encoded blobs
Instructions that use the network
Scripts that your agent may run

This skill includes scripts that your agent may run. Read them before you use it.

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

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