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Deployment, cloud, containers, CI/CD, monitoring, and infrastructure
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Showing 4,345–4,368 of 20,173 skills
- Tao Train CenterposeCenterPose for keypoint / pose estimation. Detects object centers and regresses keypoint locations for 6-DoFVotes: 0GitHub stars: 36
- Tao Train BevfusionBEVFusion for multi-sensor 3D object detection. Fuses LiDAR point clouds and camera images in bird's-eye-viewVotes: 0GitHub stars: 36
- Tao Train Action RecognitionAction recognition from video sequences. Supports RGB, optical flow, and joint (multi-stream) input types forVotes: 0GitHub stars: 36
- Tao Setup Nvidia Gpu HostHost setup for TAO GPU backends. Checks and, after user approval, installs NVIDIA driver branch 580, CUDA Toolkit 13.0, and NVIDIA Container Toolkit 1.19.0 for Docker/local-Docker and Kubernetes GPU worker hosts. The `--check-only` path works on any Linux distribution; `--install` automates debian-family (Ubuntu/Debian/Pop!_OS/Mint/Zorin/Raspbian), rhel-family (Fedora/RHEL/Rocky/AlmaLinux), and suse-family (openSUSE/SLES) hosts, and prints actionable manual-install steps for everything else. ...Votes: 0GitHub stars: 36
- Tao Run On Local DockerLocal or remote Docker execution for TAO SDK job containers using a Docker daemon with NVIDIA GPU runtime. UseVotes: 0GitHub stars: 36
- Tao Run On KubernetesKubernetes execution platform — submits TAO container jobs as single-pod k8s Jobs with NVIDIA GPU scheduling.Votes: 0GitHub stars: 36
- Tao Run AutomlRun AutoML / hyperparameter optimization (HPO) for NVIDIA TAO networks using AutoMLRunner. Handles algorithmVotes: 0GitHub stars: 36
- Tao Mine Aoi ImagesRuns the DEFT embed-then-mine workflow for VCN AOI iterations — embeds the gap-analysis target parquet, embeds a source pool, and mines nearest-neighbour source images for downstream augmentation. Use as the immediate next step after `tao-route-visual-changenet-samples` when expanding a real-image augmentation queue from the mining subset.Votes: 0GitHub stars: 36
- Tao Launch WorkflowShared launch intake for any TAO workflow or action. Use when the user wants to run TAO AutoML, train, evaluate, infer, export, generate TensorRT engines, or launch DEFT/workflow jobs on an execution platform.Votes: 0GitHub stars: 36
- Tao Finetune Cosmos ReasonCosmos3-Nano video QA supervised fine-tuning with FSDP parallelism. Use when training or evaluating videoVotes: 0GitHub stars: 36
- Tao Finetune ClipCLIP vision-language model for image-text retrieval, zero-shot classification, embedding extraction, ONNXVotes: 0GitHub stars: 36
- Tao Analyze Gaps Vlm BcqExtract false-positive and false-negative gaps from VLM binary-classification-question (BCQ, yes/no) predictions.Votes: 0GitHub stars: 36
- Tao Analyze Gaps Visual ChangenetPerforms gap analysis on NVIDIA TAO VCN Classify (Visual Component Net) experiments by invoking the data-services container (`tao_toolkit.data_services` from `versions.yaml`) directly via `docker run … gap_analysis vcn_aoi …` — picks the optimal decision threshold, ranks per-sample weakness, and emits a top-K weakest parquet expanded per-lighting for downstream augmentation. Use when analyzing VCN classification failures, picking SDA augmentation targets, or auditing PASS/NO_PASS boundary cases.Votes: 0GitHub stars: 36
- Omniverse Realtime ViewerUse as the top-level router for Omniverse Realtime Viewer USD app requests and focused viewer reference documents.Votes: 0GitHub stars: 36
- Nv Segment CtUsed for running NV-Segment-CT VISTA3D on CT NIfTI volumes and recording label-map evidence.Votes: 0GitHub stars: 36
- Nv Segment Ct FinetuneUsed for smoke or dataset finetuning of NV-Segment-CT VISTA3D on CT NIfTI labels. Not for clinical validation.Votes: 0GitHub stars: 36
- Nv Reason CxrUsed for command-shape or live NV-Reason-CXR chest X-ray reasoning smoke tests. Not for diagnosis or clinical reporting.Votes: 0GitHub stars: 36
- Nv Generate Ct RflowUsed for generating synthetic CT volumes and masks with NV-Generate-CTMR rflow-ct. Not for production training data without review.Votes: 0GitHub stars: 36
- Nemo Evaluator PluginUse when working on the Evaluator plugin CLI, jobs, SDK-backed specs, metric types, or plugin-owned Evaluator skills.Votes: 0GitHub stars: 36
- Dicom Metadata ExtractUsed for extracting selected metadata from one DICOM file and flagging standard-tag PHI presence. Not for anonymization or clinical use.Votes: 0GitHub stars: 36
- Cuopt User RulesBase rules for end users calling NVIDIA cuOpt (routing/LP/MILP/QP/install/server). Not for cuOpt internals — use cuopt-developer for those.Votes: 0GitHub stars: 36
- Cuopt Server CommoncuOpt REST server — what it does and how requests flow. Domain concepts; no deploy or client code.Votes: 0GitHub stars: 36
- Cuopt Server Api PythoncuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API.Votes: 0GitHub stars: 36
- Cuopt InstallInstall cuOpt for Python, C, or server via pip, conda, or Docker; verify the install. For building cuOpt from source, see cuopt-developer.Votes: 0GitHub stars: 36