Video Pipeline Rocm

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

mkdir -p ~/.claude/skills/video-pipeline-rocm
curl -L https://claudskills.com/skills/video-pipeline-rocm/SKILL.md \
  -o ~/.claude/skills/video-pipeline-rocm/SKILL.md

@misc{video-pipeline-rocm-2026,
  author    = {yechua-silva},
  title     = {Video Pipeline Rocm [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/video-pipeline-rocm/}
}