model_training

Training Models with deepcell-tf

Table of Contents

• Introduction to deepcell-tf
• Model training with Google Colab

Introduction to deepcell-tf

deepcell-tf is a TensorFlow-based deep learning library for biological images. It provides several resources for training and evaluating deep learning models including:

• Downloadable datasets (deepcell.datasets)
• Image data generators (deepcell.image_generators)
• Predefined model architectures (deepcell.model_zoo)
• Evaluation metrics (deepcell.metrics)
• Pre-trained models (deepcell.applications)
  • Check out the example application notebooks

Model training with Google Colab

Google Colab provides free and easy access to GPU environments. Click the badge below to open a DeepCell training notebook and train your own model.