Tenscent ML Images

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Usage

Run on binder to start notebook with Python and tensorflow dependencies installed.

Repository Structure

Directory
models	Python module with Resnet101 architecture
checkpoints	Location to place model checkpoint files
images	Images to run inference over
data	Label definitions for 10k

Checkpoints

Checkpoint files can be downloaded from this bucket.

Build Locally

To build using docker and repo2docker

$ repo2docker --user-id 1000 --user-name jovyan .

...
[I 00:09:24.721 NotebookApp] Writing notebook server cookie secret to /home/jovyan/.local/share/jupyter/runtime/notebook_cookie_secret
[I 00:09:26.593 NotebookApp] JupyterLab extension loaded from /srv/conda/envs/notebook/lib/python3.7/site-packages/jupyterlab
[I 00:09:26.593 NotebookApp] JupyterLab application directory is /srv/conda/envs/notebook/share/jupyter/lab
[I 00:09:28.008 NotebookApp] nteract extension loaded from /srv/conda/envs/notebook/lib/python3.7/site-packages/nteract_on_jupyter
[I 00:09:28.011 NotebookApp] Serving notebooks from local directory: /home/jovyan
[I 00:09:28.011 NotebookApp] The Jupyter Notebook is running at:
[I 00:09:28.011 NotebookApp] http://127.0.0.1:64743/?token=051af9850a371aed01fe66765b6eb1ca19e382911e2b9814
[I 00:09:28.011 NotebookApp]  or http://127.0.0.1:64743/?token=051af9850a371aed01fe66765b6eb1ca19e382911e2b9814
[I 00:09:28.011 NotebookApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).
[W 00:09:28.016 NotebookApp] No web browser found: could not locate runnable browser.
[C 00:09:28.016 NotebookApp]

    To access the notebook, open this file in a browser:
        file:///home/jovyan/.local/share/jupyter/runtime/nbserver-1-open.html
    Or copy and paste one of these URLs:
        http://127.0.0.1:64743/?token=051af9850a371aed01fe66765b6eb1ca19e382911e2b9814
     or http://127.0.0.1:64743/?token=051af9850a371aed01fe66765b6eb1ca19e382911e2b9814