Results for “video-inference”
8 skills
nvidia Tao Finetune Cosmos Embed
Fine-tune, evaluate, run inference, and export Cosmos-Embed1 video-text embedding models for tasks like text-to-video retrieval and semantic deduplication.
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nvidia Deepstream Dev
Build video analytics pipelines using NVIDIA DeepStream SDK 9.0 with Python pyservicemaker API, including GStreamer-based video processing, TensorRT inference integration, object detection/tracking, and Kafka/message broker integration.
2.2k · bundle
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nvidia Vss Deploy Video Embedding
Deploy and operate the VSS 3.2 GA RT-Embed Video Embedding microservice using Docker Compose, covering GPU prerequisites, REST API usage for file uploads, text/video embeddings, live RTSP streams, Redis/Kafka/OTel integration, and troubleshooting.
2.2k · bundle
nvidia Vss Summarize Video
Summarize recorded video clips using the LVS microservice with a VLM fallback, producing a narrative summary with timestamped events.
2.2k · bundle
nvidia Vss Search Archive
Search archived video using natural language, ingest video files or RTSP streams, and manage ingested sources.
2.2k · bundle
nvidia Vss Ask Video
Ask visual questions about video clips using a VSS agent's video_understanding tool, requiring a fresh look at frames rather than prior metadata or search results.
2.2k · bundle
nvidia Tao Train Action Recognition
Train, evaluate, export, and run inference on TAO action-recognition models for classifying temporal actions in video clips using RGB, optical flow, or joint input.
2.2k · bundle
nvidia Deepstream Generate Pipeline
Builds and validates DeepStream GStreamer pipelines through an interactive questionnaire and a BM25 retrieval engine over 270+ verified pipelines.
2.2k · bundle