NVIDIA AI Platform · By NVIDIA

Performs deep Root Cause Analysis (RCA) on NVIDIA TAO Visual ChangeNet classification experiments with image-evidence-driven investigation.

NVIDIA/skills

Performs gap analysis on NVIDIA TAO VCN Classify (Visual Component Net) experiments by invoking the pinned TAO data-services container directly via docker run … gapanalysis vcnaoi … — picks the…

NVIDIA/skills

CLIP vision-language model for image-text retrieval, zero-shot classification, embedding extraction, ONNX export, and TensorRT deployment.

NVIDIA/skills

Fine-tune any HuggingFace CV / VLM / LLM model on local NVIDIA GPUs inside an NGC PyTorch container when no dedicated TAO model skill matches.

NVIDIA/skills

NV-Tesseract AD Diffusion — diffusion-based anomaly detection and fine-tuning for multivariate time series.

NVIDIA/skills

NV-Tesseract Forecasting — transformer-based multivariate time series forecasting with DARR (context-enhanced kNN retrieval), interpretability, and fine-tuning.

NVIDIA/skills

InternVideo2-CLIP L14 (TAO videoclip) for video-text retrieval, zero-shot classification, embedding extraction, LoRA fine-tuning, ONNX export, and TensorRT deployment.

NVIDIA/skills

Multi-step video annotation pipeline that turns raw videos into Chain-of-Thought training data — multi-level captions, structured descriptions, and QA pairs (MCQ, binary, open-ended) with reasoning…

NVIDIA/skills

The mandatory pre-launch gate and four-verb execution contract for every TAO workflow or action.

NVIDIA/skills

Run the canonical NVIDIA AOI three-phase training pipeline — Phase 1 AutoML baseline (HPO), Phase 2 DEFT loop (RCA → SDG → mining → plain-train retrain), Phase 3 AutoML refinement on the…

NVIDIA/skills

Run the full DEFT AOI improvement loop for NVIDIA TAO VisualChangeNet / ChangeNet PCB inspection models: baseline evaluate, RCA, Cosmos AnomalyGen / AMP synthetic defects, k-NN mining, retraining…

NVIDIA/skills

BEVFusion for multi-sensor 3D object detection. An agent skill from NVIDIA/skills.

NVIDIA/skills

CenterPose for keypoint / pose estimation. An agent skill from NVIDIA/skills.

NVIDIA/skills

Co-DETR (CoDINO) for object detection. An agent skill from NVIDIA/skills.

NVIDIA/skills

Monocular depth estimation using Metric Depth Anything v2 or Relative Depth Anything architectures.

NVIDIA/skills

DINO (DETR with Improved DeNoising Anchor Boxes) for 2D object detection.

NVIDIA/skills

Real-time stereo depth estimation using FastFoundationStereo (FFS), the distilled bp2 commercial variant of FoundationStereo.

NVIDIA/skills

Stereo depth estimation using FoundationStereo. An agent skill from NVIDIA/skills.

NVIDIA/skills

Grounding DINO for open-set object detection. An agent skill from NVIDIA/skills.

NVIDIA/skills

PyTorch-based TAO image classification. An agent skill from NVIDIA/skills.

NVIDIA/skills

Masked Auto-Encoder (MAE) for self-supervised pretraining and fine-tuning.

NVIDIA/skills

Mask Grounding DINO for grounded instance segmentation. An agent skill from NVIDIA/skills.

NVIDIA/skills

Mask2Former for universal image segmentation (panoptic, instance, and semantic).

NVIDIA/skills

Metric-learning recognition (ml-recog) for fine-grained visual recognition.

NVIDIA/skills

NVDINOv2 for self-supervised visual representation learning.

NVIDIA/skills

OCDNet for scene text detection. An agent skill from NVIDIA/skills.

NVIDIA/skills

OCRNet for scene text recognition. An agent skill from NVIDIA/skills.

NVIDIA/skills

OneFormer for universal image segmentation. An agent skill from NVIDIA/skills.

NVIDIA/skills

PointPillars for 3D object detection from LiDAR point clouds.

NVIDIA/skills

Pose classification using ST-GCN (Spatial Temporal Graph Convolutional Network).

NVIDIA/skills

RT-DETR (Real-Time DEtection TRansformer) for 2D object detection.

NVIDIA/skills

SegFormer for semantic segmentation. An agent skill from NVIDIA/skills.

NVIDIA/skills

A skill your agent uses when deploying, operating, or integrating the VSS 3.2 GA RT-Embed Video Embedding microservice.

NVIDIA/skills

A skill your agent uses to call the VIOS REST API (sensor list, timelines, clip extraction, snapshots, add/delete sensors and streams).

NVIDIA/skills

A skill your agent uses to run top-level VSS fusion search on archived video, or to ingest video files / RTSP streams for search.

NVIDIA/skills

cuOpt REST server — start server, endpoints, Python/curl client examples.

NVIDIA/skills

Prepare and run PAIDF Cosmos Predict video generation for DEFT media samples.

NVIDIA/skills

Create and push a signed, annotated NeMo Relay beta tag from its release branch or validated main.

NVIDIA/NeMo-Relay

Create and push a signed, annotated NeMo Relay release-candidate tag from its validated release branch.

NVIDIA/NeMo-Relay

Create and push a signed, annotated NeMo Relay stable tag, then prepare an unpublished GitHub Release draft for review.

NVIDIA/NeMo-Relay

Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose.

NVIDIA/skills

LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. An agent skill from NVIDIA/skills.

NVIDIA/skills

A skill your agent uses when the user is deploying or operating the DOCA Argus Service — the packaged BlueField-side runtime-security container that watches the BlueField and attached host for…

NVIDIA/skills

Operate NVIDIA DOCA Management Service (dmsd + dmspe) on a BlueField, Arm/x86 host, or Kubernetes pod: choose deployment and authentication, configure -allowedusers and dmsgroup, use gNMI…

NVIDIA/skills

Build and debug DOCA Flow applications on supported NVIDIA NICs/DPUs: define match/action pipes, initialize ports and representors, choose forwarding targets, validate pipes before hardware…

NVIDIA/skills

A skill your agent uses for hands-on DOCA GPI programming — wiring a GPU-Packet-Initiator context so a CUDA kernel drives RDMA queues directly from GPU memory without host CPU mediation.

NVIDIA/skills

A skill your agent uses when the user is doing hands-on DOCA GPUNetIO programming — wiring a CUDA kernel on an NVIDIA GPU to a doca-eth queue via docagpuethrxq / docagpuethtxq, standing up the…

NVIDIA/skills

A skill your agent uses when the user is building, running, or interpreting the doca/tools/gpunetioibwritebw client+server benchmark — a CUDA kernel on the client posts RDMA WRITE work requests…

NVIDIA/skills