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Skill

Source

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tao-convert-dataset-format Official nvidia//tao-convert-dataset-format Run `tao-daft convert` to convert NVIDIA TAO DAFT datasets between supported formats. Do not use for non-DAFT data. U…

tao-train-ocrnet Official nvidia//tao-train-ocrnet OCRNet for scene text recognition. Recognizes text content from cropped text-region images and supports CTC and atten…

tao-train-image-classification Official nvidia//tao-train-image-classification PyTorch-based TAO image classification. Supports a wide range of backbones (FAN, EfficientNet, ResNet, etc.) with dis…

neki Official planetscale/database-/neki Overview and information about Neki, the sharded Postgres product by PlanetScale. Load when working with Neki-related…

planetscale/database-

images-search Official brave/brave-search-/images-search USE FOR image search. Returns images with title, source URL, thumbnail. Supports SafeSearch filter. Up to 200 results.

brave/brave-search-

tao-generate-image-grounding Official nvidia//tao-generate-image-grounding Two-step image grounding pipeline: extracts referring expressions from (image, caption) pairs and grounds them to pix…

tao-run-inference-service Official nvidia//tao-run-inference-service Start, query, and stop a network-specific TAO inference microservice ({network_arch}-inference-microservice) by deleg…

tao-run-on-kubernetes Official nvidia//tao-run-on-kubernetes Kubernetes execution platform — submits TAO container jobs as single-pod k8s Jobs with NVIDIA GPU scheduling. Use whe…

tao-train-optical-inspection Official nvidia//tao-train-optical-inspection Optical Inspection for defect detection using Siamese networks. Compares image pairs to detect manufacturing defects,…

tao-analyze-changenet-rca Official nvidia//tao-analyze-changenet-rca Performs deep Root Cause Analysis (RCA) on NVIDIA TAO Visual ChangeNet classification experiments with image-evidence…

tao-run-on-local-docker Official nvidia//tao-run-on-local-docker Local or remote Docker execution for TAO SDK job containers using a Docker daemon with NVIDIA GPU runtime. Use when r…

tao-train-action-recognition Official nvidia//tao-train-action-recognition Action recognition from video sequences. Supports RGB, optical flow, and joint (multi-stream) input types for classif…

tao-train-grounding-dino Official nvidia//tao-train-grounding-dino Grounding DINO for open-set object detection. Combines DINO-style detection with a BERT text encoder for language-gui…

tao-train-pose-classification Official nvidia//tao-train-pose-classification Pose classification using ST-GCN (Spatial Temporal Graph Convolutional Network). Classifies skeleton sequences into a…

tao-analyze-gaps-visual-changenet Official nvidia//tao-analyze-gaps-visual-changenet Performs gap analysis on NVIDIA TAO VCN Classify (Visual Component Net) experiments by invoking the pinned TAO data-s…

tao-train-reid Official nvidia//tao-train-reid Person re-identification (ReID). Learns discriminative embeddings to match the same person across different camera vi…

rivet-actors Official rivet-dev//rivet-actors Actors: The primitive for agent orchestration.

tao-train-depth-anything-v2 Official nvidia//tao-train-depth-anything-v2 Monocular depth estimation using Metric Depth Anything v2 or Relative Depth Anything architectures. Predicts per-pixe…

tao-train-dino Official nvidia//tao-train-dino DINO (DETR with Improved DeNoising Anchor Boxes) for 2D object detection. Transformer-based detector with denoising t…

tao-train-nvpanoptix3d Official nvidia//tao-train-nvpanoptix3d NVPanoptix3D for panoptic 3D scene reconstruction from posed RGB images. Produces 3D panoptic segmentation (semantic,…

tao-analyze-gaps-vlm-bcq Official nvidia//tao-analyze-gaps-vlm-bcq Extract false-positive and false-negative gaps from VLM binary-classification-question (BCQ, yes/no) predictions. Use…

tao-train-mask2former Official nvidia//tao-train-mask2former Mask2Former for universal image segmentation (panoptic, instance, and semantic). Transformer-based with masked attent…

tao-run-on-brev Official nvidia//tao-run-on-brev Brev managed GPU instances with Docker support. Use when running TAO training, evaluation, or inference on Brev GPU i…

tao-train-metric-learning-recognition Official nvidia//tao-train-metric-learning-recognition Metric-learning recognition (ml-recog) for fine-grained visual recognition. Learns embeddings for retrieval-based mat…

tao-train-rtdetr Official nvidia//tao-train-rtdetr RT-DETR (Real-Time DEtection TRansformer) for 2D object detection. Designed for real-time inference with competitive …

tao-train-visual-changenet Official nvidia//tao-train-visual-changenet Visual ChangeNet for binary image classification and segmentation in AOI defect detection. Use when training, evaluat…

tao-train-nvdinov2 Official nvidia//tao-train-nvdinov2 NVDINOv2 for self-supervised visual representation learning. Trains vision transformers via self-distillation (teache…

tao-train-single-step Official nvidia//tao-train-single-step Standard single-step train/eval/export workflow for any TAO model. Use when training a TAO model on a dataset without…

huggingface-tool-builder Official huggingface//huggingface-tool-builder Use this skill when the user wants to build tool/scripts or achieve a task where using data from the Hugging Face API…

tao-generate-referring-expressions Official nvidia//tao-generate-referring-expressions Four-step image referring-expression pipeline: turns images plus KITTI bounding-box labels into region descriptions, …

tao-run-deft-aoi Official nvidia//tao-run-deft-aoi Run the full DEFT AOI improvement loop for NVIDIA TAO VisualChangeNet / ChangeNet PCB inspection models: baseline eva…

tao-train-centerpose Official nvidia//tao-train-centerpose CenterPose for keypoint / pose estimation. Detects object centers and regresses keypoint locations for 6-DoF object p…

tao-train-segformer Official nvidia//tao-train-segformer SegFormer for semantic segmentation. Lightweight transformer-based architecture with hierarchical feature extraction,…

tao-run-automl-deft-pipeline Official nvidia//tao-run-automl-deft-pipeline Run the canonical NVIDIA AOI three-phase training pipeline — Phase 1 AutoML baseline (HPO), Phase 2 DEFT loop (RCA → …

tao-train-pointpillars Official nvidia//tao-train-pointpillars PointPillars for 3D object detection from LiDAR point clouds. Encodes point clouds into a pseudo-image via a pillar-b…

news-search Official brave/brave-search-/news-search USE FOR news search. Returns news articles with title, URL, description, age, thumbnail, profile. Supports freshness …

brave/brave-search-

tao-train-mask-auto-encoder Official nvidia//tao-train-mask-auto-encoder Masked Auto-Encoder (MAE) for self-supervised pretraining and fine-tuning. Masks random patches and reconstructs them…

tao-train-mask-auto-label Official nvidia//tao-train-mask-auto-label MAL (Mask Auto-Label) for weakly-supervised segmentation. Produces segmentation masks from minimal annotations (point…

tao-train-ocdnet Official nvidia//tao-train-ocdnet OCDNet for scene text detection. Detects arbitrary-oriented text regions in natural images using a differentiable bin…

tao-validate-dataset-format Official nvidia//tao-validate-dataset-format Run `tao-daft validate` to check NVIDIA TAO DAFT datasets for structure, schema, and cross-reference errors. Do not u…

tao-train-bevfusion Official nvidia//tao-train-bevfusion BEVFusion for multi-sensor 3D object detection. Fuses LiDAR point clouds and camera images in bird's-eye-view (BEV) s…

tao-train-mask-grounding-dino Official nvidia//tao-train-mask-grounding-dino Mask Grounding DINO for grounded instance segmentation. Extends Grounding DINO with a mask-prediction head for open-s…

tao-train-oneformer Official nvidia//tao-train-oneformer OneFormer for universal image segmentation. Unifies panoptic, instance, and semantic segmentation with a single archi…

tao-train-deformable-detr Official nvidia//tao-train-deformable-detr Deformable DETR for 2D object detection. Uses deformable attention for efficient multi-scale feature processing, ligh…

tilegym-monkey-patch-kernels-to-transformers Official nvidia//tilegym-monkey-patch-kernels-to-transformers Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain…

tao-mine-aoi-images Official nvidia//tao-mine-aoi-images Runs the DEFT embed-then-mine workflow for VCN AOI iterations — embeds the gap-analysis target parquet, embeds a sour…

tao-run-on-slurm Official nvidia//tao-run-on-slurm Remote SLURM GPU cluster execution over SSH with sbatch/srun, Pyxis/Enroot containers, and Lustre-backed results. Use…

tao-train-sparse4d Official nvidia//tao-train-sparse4d Sparse4D for multi-camera temporal 3D object detection and tracking. Uses sparse queries with deformable attention ac…

planetscale-codebase-sqlcommenter-instrumentation Official planetscale//planetscale-codebase-sqlcommenter-instrumentation Inspect an application repository connected to PlanetScale and recommend SQLCommenter-compatible query tagging packag…

tao-train-foundation-stereo Official nvidia//tao-train-foundation-stereo Stereo depth estimation using FoundationStereo. Predicts disparity maps from stereo image pairs for 3D reconstruction…