nvidia/deepstream

1

deepstream-dev NVIDIA DeepStream SDK development with Python pyservicemaker API. Use when building video analytics pipelines, GStrea…

nvidia/deepstream

5

2

deepstream-generate-pipeline Build DeepStream GStreamer pipelines interactively.

nvidia/deepstream

5

3

deepstream-import-vision-model Use this skill to bring a supported object-detection vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepS…

nvidia/deepstream

5

4

deepstream-profile-pipeline Profile a DeepStream pipeline with Nsight Systems and derive its configs from the measurement. Use when the user asks…

nvidia/deepstream

5

5

amc-run-rtsp-calibration Calibrate a new dataset from live RTSP camera streams via the AutoMagicCalib REST API. Use when the user provides RTS…

nvidia/deepstream

4

6

amc-run-sample-calibration Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC micr…

nvidia/deepstream

4

7

amc-run-video-calibration Calibrates pre-recorded `cam_*.mp4` datasets through the AutoMagicCalib REST API. Use for user-supplied local MP4s; r…

nvidia/deepstream

4

8

amc-setup-calibration-stack Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose. Use when user says 'deploy …

nvidia/deepstream

4

9

deepstream-run-mv3dt Run and operate the DeepStream Multi-View 3D Tracking reference app, also known as MV3DT.

nvidia/deepstream

4

10

deepstream-sop Use this skill when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference…

nvidia/deepstream

4

11

rtvi-cv-customize-model How to swap the DeepStream CV detection model in the VSS Alerts Blueprint verification (2d_cv) mode - covers ONNX exp…

nvidia/deepstream

4

12

rtvi-cv-scaffold-vss-service Scaffold a standalone RTVI CV microservice that plugs into VSS Search and Alerts profiles via Kafka mdx-raw. The ship…

nvidia/deepstream

4

13

rtvi-vlm-customize-model How to swap the VLM in the VSS Alerts Blueprint — covers RTVI-VLM microservice deployment methods, all three VLM cons…

nvidia/deepstream

4

14

deepstream-eval-and-finetune Evaluate and improve an object detector in NVIDIA DeepStream. Use for deployed mAP, FPS and latency measurement, TAO …

nvidia/deepstream

2