| # Google Colaboratory (Colab) Notebooks |
| |
| ## Notebooks |
| |
| ### [edge_detection\.ipynb](edge_detection.ipynb) |
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| Constructs a TF module for performing image edge detection and runs it using |
| IREE |
| |
| [](https://colab.research.google.com/github/google/iree/blob/main/colab/edge_detection.ipynb) |
| |
| ### [low_level_invoke_function\.ipynb](low_level_invoke_function.ipynb) |
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| Shows off some concepts of the low level IREE python bindings |
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| [](https://colab.research.google.com/github/google/iree/blob/main/colab/low_level_invoke_function.ipynb) |
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| ### [mnist_training\.ipynb](mnist_training.ipynb) |
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| Compile, train and execute a TensorFlow Keras neural network with IREE |
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| [](https://colab.research.google.com/github/google/iree/blob/main/colab/mnist_training.ipynb) |
| |
| ### [resnet\.ipynb](resnet.ipynb) |
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| Loads a pretrained |
| [ResNet50](https://www.tensorflow.org/api_docs/python/tf/keras/applications/ResNet50) |
| model and runs it using IREE |
| |
| [](https://colab.research.google.com/github/google/iree/blob/main/colab/resnet.ipynb) |
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| ### [tensorflow_hub_import\.ipynb](tensorflow_hub_import.ipynb) |
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| Downloads a pretrained |
| [MobileNet V2](https://tfhub.dev/google/tf2-preview/mobilenet_v2/classification) |
| model, pre-processes it for import, then compiles it using IREE |
| |
| [](https://colab.research.google.com/github/google/iree/blob/main/colab/tensorflow_hub_import.ipynb) |
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| ### [tflite_text_classification\.ipynb](tflite_text_classification.ipynb) |
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| Downloads a pretrained |
| [TFLite text classification](https://www.tensorflow.org/lite/examples/text_classification/overview) |
| model, and runs it using TFLite and IREE |
| |
| [](https://colab.research.google.com/github/google/iree/blob/main/colab/tflite_text_classification.ipynb) |
| |
| ## Working with GitHub |
| |
| Refer to |
| [Colab's GitHub demo](https://colab.research.google.com/github/googlecolab/colabtools/blob/master/notebooks/colab-github-demo.ipynb) |
| for general information about using Colab with GitHub. |
| |
| To make changes to a notebook in this repository, one possible workflow is: |
| |
| * Open or create the notebook in Colab |
| * Connect to a hosted or local runtime |
| * Make your changes, run the notebook, etc. |
| * Download the modified notebook using `File > Download .ipynb` |
| * Move the downloaded notebook file into a clone of this repository and submit |
| a pull request |
