NVIDIA Data & Analysis Skills Reviews — Page 3
TAO DEFT AOI Improvement Loop
Automates evaluation, defect augmentation, mining, retraining, and deployment gating for PCB inspection models.
TAO Depth Anything v2
Train, evaluate, export, and deploy monocular depth models from single RGB images with NVIDIA TAO.
TAO MAL Weakly Supervised Segmentation
Train segmentation models from point or box annotations and produce masks with minimal labeling.
TAO Pose Classification
Classify pose-keypoint sequences into action categories with ST-GCN.
PAS People Attribute Search Workflow
Augment person-crop datasets and generate searchable attribute labels on OSMO.
TAO BEVFusion Training
Train, evaluate, and run inference on BEV 3D detection models that fuse LiDAR and camera data with TAO.
TAO CenterPose Pose Estimation Skill
Guides agents through training, evaluation, export, and deployment of CenterPose models for 6-DoF object pose estimation.
TAO Mask2Former Segmentation
Guides NVIDIA TAO workflows for training and deploying Mask2Former segmentation models.
TAO Metric-Learning Recognition
Train embedding models for fine-grained visual retrieval and matching.
TAO NVPanoptix3D
Train and run 3D panoptic reconstruction with occupancy completion from posed RGB images.
TAO Person Re-Identification
Train and deploy TAO ReID models for cross-camera person matching.
LeRobot Dataset Visualizer
Inspect converted LeRobot datasets in a local browser.
NV-Generate Medical Imaging VAE Fine-Tuning
Fine-tune the NV-Generate-CTMR MAISI VAE on CT or MRI NIfTI training volumes.
Hugging Face GPU Fine-Tuning
Build reproducible Hugging Face fine-tuning pipelines on local NVIDIA GPUs.
TAO Image Referring Expression Pipeline
Turns images and KITTI boxes into grounded referring-expression annotations.
TAO PyT Image Classification
Train, evaluate, optimize, and deploy PyTorch image classifiers with NVIDIA TAO.
TAO MAE Vision Pretraining
Guides NVIDIA TAO through masked-autoencoder pretraining and fine-tuning for visual representations.
TAO Optical Inspection Training
Train and deploy Siamese-network models for manufacturing defect inspection.
TAO Visual ChangeNet Inspection
Train paired-image classifiers and change-segmentation models for PCB defect inspection.
Catheter Navigation Vascular Digital Twin
Turn CT angiography data into a patient-specific vascular digital twin for catheter-navigation workflows.
I4H Teleoperation Dataset Recorder
Record human demonstrations from keyboard, SO-ARM leader, or VR teleoperation into HDF5.
Synthetic Brain MRI Generator
Generate synthetic brain MRI volumes through NVIDIA’s documented workflow.
TAO Video Reasoning Annotation Pipeline
Convert raw videos into chain-of-thought training data.
TAO VCN Sample Router
Routes visual-defect gap samples to eligible mining and synthetic-anomaly modules.