deepstream-import-vision-model

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 . Pipeline Overview Step Phase Reference What it does 1–3 Model Acquire references/model-acquire.md Browse HF/NGC, detect format, download ONNX or export SafeTensors 4–5 Engine Build references/engine-build.md Build dynamic TRT engine, run trtexec BS=1 and BS=MAX_BS 6–7 DS Pipeline references/pipeline-run.md Custom bbox parser, nvinfer config, single-stream + multi-stream benchmarks 8 Report references/report-generation.md 5 charts, HTML, PDF benchmark report Run the full pipeline autonomously without pausing for confirmation at each step. Pre-flight Checks Show more Installs 502 Repository nvidia/skills GitHub Stars 1.2K First Seen May 15, 2026 Security Audits Gen Agent Trust Hub Warn Socket Pass Snyk Warn