Develop and Tune Computer Vision Models using NVIDIA TAO AutoML

AI Practitioner

• TAO Toolkit Overview
  
  • Use Case: Object Detection
  • Learning Objective
  • Lab Workflow
  • Applications Used in This Lab
• Step #1: Train YOLO-v4 Model With NVIDIA TAO
  
  • Lab Basics
  • Train YOLO-v4 Model With NVIDIA TAO
• Step #2: Optimize Model With TAO – Prune, Quantize, TensorRT Conversion
  
  • Lab Basics
  • Optimize YOLO-v4 model with NVIDIA TAO
• Step #3: Use AutoML To Find the Optimal Hyperparameters
  
  • Lab Basics
  • Use AutoML To Find the Optimal Hyperparameters for Training
• Next Steps

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