deepstream-inspect-rtsp

Use when diagnosing DeepStream or GStreamer RTSP ingest reliability issues: packet loss, latency, decoder saturation, artifacts, disconnects, frame drops, source churn, and camera or network faults.

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Repository: NVIDIA/DeepStream
Last source activity: October 16, 2026 at 09:07
Detected SKILL.md language: English
Stars: 316
Forks: 76

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name	deepstream-inspect-rtsp
description	Use when diagnosing DeepStream or GStreamer RTSP ingest reliability issues: packet loss, latency, decoder saturation, artifacts, disconnects, frame drops, source churn, and camera or network faults.

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amc-run-auto-calibration

Run or tune NVIDIA AutoMagicCalib from DeepStream using sample data, local MP4s, or RTSP streams. Use for AMC setup and calibration artifacts. Do not use for general calibration theory, target-based stereo calibration, or runtime analytics.

2026-10-30

deepstream-audit-config

Use only when auditing or sanity-checking a supplied or pre-existing deepstream-app/deepstream-test5 config, performing an explicitly requested independent post-generation audit, or reviewing a supplied design/code change that affects DeepStream config parsing or runtime behavior. For config audits, run scripts/validate_config.py statically first; runtime and network probes require explicit approval. Do not activate during a creation-only turn: use deepstream-generate-config. Not for merely running a validated config, ONVIF discovery, NVBug triage, or nsys profiling; use deepstream-inspect-rtsp for diagnosis of a known RTSP URI and deepstream-profile-pipeline for profiling.

2026-10-19

deepstream-dev

NVIDIA DeepStream SDK development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object detection/tracking, or Kafka/message broker integration.

2026-10-19

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