Pipeline de inferencia sobre video en tiempo real o batch usando GStreamer + ROCm/CUDA. Captura video desde RTSP, archivos o cámara, decodifica con aceleración HW (AMD VCN / NVIDIA NVDEC / CPU), extrae frames, ejecuta inferencia con YOLO/VLM, produce JSON, video anotado o RTMP push. Multi-backend con detección automática, preprocesamiento, inferencia batch. Use this skill when building video inference pipelines with GStreamer, processing RTSP streams with YOLO, or extracting frames with hardware acceleration. / Útil al construir pipelines de inferencia de video con GStreamer, procesar streams RTSP con YOLO, o extraer frames con aceleración hardware. Keywords: gstreamer, rocm, video, pipeline, inference, vcn, amd, nvidia, cuda, rtsp, transcoding, yolo, vlm, frame-extraction, video-analytics, vaapi, nvdec, hw-acceleration, video-decode, streaming, computer-vision, pytorch, hip, gpu-video, v4l2, appsink
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryContent & writingStars0
About this skill
Pipeline de inferencia sobre video en tiempo real o batch usando GStreamer + ROCm/CUDA. Captura video desde RTSP, archivos o cámara, decodifica con aceleración HW (AMD VCN / NVIDIA NVDEC / CPU), extrae frames, ejecuta inferencia con YOLO/VLM, produce JSON, video anotado o RTMP push. Multi-backend con detección automática, preprocesamiento, inferencia batch. Use this skill when building video inference pipelines with GStreamer, processing RTSP streams with YOLO, or extracting frames with hardware acceleration. / Útil al construir pipelines de inferencia de video con GStreamer, procesar streams RTSP con YOLO, o extraer frames con aceleración hardware. Keywords: gstreamer, rocm, video, pipeline, inference, vcn, amd, nvidia, cuda, rtsp, transcoding, yolo, vlm, frame-extraction, video-analytics, vaapi, nvdec, hw-acceleration, video-decode, streaming, computer-vision, pytorch, hip, gpu-video, v4l2, appsink
Quick start
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Pipeline de inferencia sobre video en tiempo real o batch usando GStreamer + ROCm/CUDA. Captura video desde RTSP, archivos o cámara, decodifica con aceleración HW (AMD VCN / NVIDIA NVDEC / CPU), extrae frames, ejecuta inferencia con YOLO/VLM, produce JSON, video anotado o RTMP push. Multi-backend con detección automática, preprocesamiento, inferencia batch. Use this skill when building video inference pipelines with GStreamer, processing RTSP streams with YOLO, or extracting frames with hardware acceleration. / Útil al construir pipelines de inferencia de video con GStreamer, procesar streams RTSP con YOLO, o extraer frames con aceleración hardware. Keywords: gstreamer, rocm, video, pipeline, inference, vcn, amd, nvidia, cuda, rtsp, transcoding, yolo, vlm, frame-extraction, video-analytics, vaapi, nvdec, hw-acceleration, video-decode, streaming, computer-vision, pytorch, hip, gpu-video, v4l2, appsink
About this listing
Category
Content & writing
Reported license
Apache-2.0
Listing language (estimated)
Spanish
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI