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PyTorch-based TAO image classification. Supports a wide range of backbones (FAN, EfficientNet, ResNet, etc.) with distillation and quantization for deployment. Use when training, evaluating, distilling, quantizing, exporting, or running inference for a TA
Skill
  • Developer
  • AI Engineer
  • Data Scientist
  • Ml Engineer
  • Application Developer
  • AI And Machine Learning
  • TAO Toolkit
1K downloads in the last 30 days
Last updated on June 13, 2026
npx skills add NVIDIA/skills --skill tao-train-image-classification

CLIP vision-language model for image-text retrieval, zero-shot classification, embedding extraction, ONNX export, and TensorRT deployment. Use when fine-tuning or training CLIP, running zero-shot classification, computing image embeddings, or deploying CL
Skill
  • AI Engineer
  • Data Scientist
  • Ml Engineer
  • Application Developer
  • AI And Machine Learning
  • TAO Toolkit
1K downloads in the last 30 days
Last updated on June 13, 2026
npx skills add NVIDIA/skills --skill tao-finetune-clip

Visual ChangeNet for binary image classification and segmentation in AOI defect detection. Use when training, evaluating, exporting, or running inference for PCB defect detection or visual inspection, comparing image pairs for PASS/NO_PASS classification,
Skill
  • Developer
  • AI Engineer
  • Ml Engineer
  • Application Developer
  • AI And Machine Learning
  • TAO Toolkit
1K downloads in the last 30 days
Last updated on June 13, 2026
npx skills add NVIDIA/skills --skill tao-train-visual-changenet

Performs deep Root Cause Analysis (RCA) on NVIDIA TAO Visual ChangeNet classification experiments with image-evidence-driven investigation. Use when analyzing ChangeNet model failures, investigating poor recall / FAR / PASS-NO_PASS metrics, auditing visua
Skill
  • AI Engineer
  • Data Scientist
  • Ml Engineer
  • Application Developer
  • AI And Machine Learning
  • TAO Toolkit
1K downloads in the last 30 days
Last updated on June 13, 2026
npx skills add NVIDIA/skills --skill tao-analyze-changenet-rca
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