Claude Skills for a Data Scientist / ML — Page 9
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.
DeepStream Vision Model Importer
Automates object-detection model import, benchmarking, and reporting for NVIDIA DeepStream.
DeepStream Pipeline Profiler
Measure DeepStream pipelines and derive performance-focused configurations.
DOCA Device Emulation Development
Guides developers in building custom PCIe devices on BlueField whose backend runs on the DPU and is visible to the host.
DOCA DPA Host-Side Development
Guides BlueField host programs through DOCA DPA loading, launch, capability checks, and debugging.
DOCA PCC ZTR RTTCC Congestion Control
Deploy, tune, and validate NVIDIA’s RoCE RTT congestion-control reference algorithm on BlueField-3.
NeMo MBridge Long-Context MoE Training
Practical Megatron Bridge guidance for sizing parallelism, managing memory, and preserving throughput in long-context MoE training.
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 Skill Bank Capability Discovery
Query TAO Skill Bank workflows, models, platforms, and AutoML support from packaged manifests.
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 OCRNet Scene Text Recognition
Train and deploy NVIDIA TAO OCRNet models for cropped text recognition.
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.
Isaac for Healthcare Dataset Replay
Replay HDF5 episodes in Isaac Sim to verify recorded robot behavior visually.
I4H Teleoperation Dataset Recorder
Record human demonstrations from keyboard, SO-ARM leader, or VR teleoperation into HDF5.
I4H Policy Fine-Tuning
Fine-tune GR00T or openpi PI0 policies on recorded LeRobot demonstrations.