Intel® Transfer Learning Tool API Notebook Examples

API examples are demonstrated using Jupyter notebooks.

Prerequisites

Before running these Jupyter notebook examples, use these notebook setup instructions to install required dependencies.

Intel Transfer Learning Tool API Tutorial Notebooks

Notebook Title	.ipynb Link	Use Case	Framework
Image Classification with PyTorch		Image Classification	PyTorch & Intel Transfer Learning Tool
Image Classification with TensorFlow		Image Classification	TensorFlow & Intel Transfer Learning Tool
Text Classification with PyTorch		Text Classification	PyTorch & Intel Transfer Learning Tool
Text Classification with TensorFlow		Text Classification	TensorFlow & Intel Transfer Learning Tool
Anomaly Detection using PyTorch		Image Anomaly Detection	PyTorch & Intel Transfer Learning Tool

Intel Transfer Learning Tool API End-to-End Pipelines

Notebook Title	.ipynb Link	Use Case	Framework
Medical Imaging Classification (Colorectal histology) using TensorFlow		Image Classification	TensorFlow & Intel Transfer Learning Tool
Remote Sensing Image Scene Classification (Resisc) using TensorFlow		Image Classification	TensorFlow & Intel Transfer Learning Tool

Intel Transfer Learning Tool Performance Comparison

Notebook Title	.ipynb Link	Use Case	Framework
Performance Comparison: Image Classification with TensorFlow		Image Classification	TensorFlow & Intel Transfer Learning Tool
Performance Comparison: Text Classification with Hugging Face		Text Classification	Hugging Face, PyTorch & Intel Transfer Learning Tool