README.md

Documentation

Best Practices

• Intel® Optimization of TensorFlow:
  • Installation Guide
  • General Best Practices
• Intel® Optimization of Tensorflow Serving:
  • Installation Guide
  • General Best Practices

Tutorials by Use Case

• Inference with Intel® Optimization of Tensorflow:
  • Image Recognition (ResNet50, ResNet101, and InceptionV3)
  • Recommendation Systems (Wide and Deep)
• Inference with Intel® Optimization of Tensorflow Serving:
  • Image Recognition (ResNet50 and InceptionV3)
  • Object Detection (R-FCN)
• Model Quantization and Optimization
  • Image Recognition (ResNet50)

Note: For model quantization and optimization tools, see https://github.com/IntelAI/tools.