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docs/source/create_first_project.rst

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@@ -26,9 +26,9 @@ of your cloud environment to access the port remotely.
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Once the app is open in the browser, it should look like this. Click on New Project and begin to fill out the form.
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.. image:: https://ksikka.github.io/lightning-pose-statics/docs/images/app_screenshots/app_new_project_page.png
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.. image:: https://paninski-lab.github.io/lightning-pose-statics/docs/images/app_screenshots/app_new_project_page.png
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.. image:: https://ksikka.github.io/lightning-pose-statics/docs/images/app_screenshots/app_new_project_form.png
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.. image:: https://paninski-lab.github.io/lightning-pose-statics/docs/images/app_screenshots/app_new_project_form.png
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Important: Specifying Data directory
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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That's it! Hit save and your project will be created. You will be redirected
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to the project home page.
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.. image:: https://ksikka.github.io/lightning-pose-statics/docs/images/app_screenshots/app_project_home.png
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.. image:: https://paninski-lab.github.io/lightning-pose-statics/docs/images/app_screenshots/app_project_home.png
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Label data
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-----------
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Labeling occurs in the Labeler module.
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.. image:: https://ksikka.github.io/lightning-pose-statics/docs/images/app_screenshots/app_labeler_home.png
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.. image:: https://paninski-lab.github.io/lightning-pose-statics/docs/images/app_screenshots/app_labeler_home.png
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Create a label file and extract frames
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- upload a session for frame extraction
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- specify frame extraction settings
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.. image:: https://ksikka.github.io/lightning-pose-statics/docs/images/app_screenshots/app_extract_frames_name_lblfile.png
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.. image:: https://paninski-lab.github.io/lightning-pose-statics/docs/images/app_screenshots/app_extract_frames_name_lblfile.png
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Leave the default name and click next. You will see the session selection screen.
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On the right, click Upload Session.
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.. image:: https://ksikka.github.io/lightning-pose-statics/docs/images/app_screenshots/app_extract_frames_2_select_session.png
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.. image:: https://paninski-lab.github.io/lightning-pose-statics/docs/images/app_screenshots/app_extract_frames_2_select_session.png
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Select videos from your local filesystem and click Import.
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Videos will upload and be transcoded. Upon completion, the video import dialog
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will close and you will be able to see and select the newly uploaded session on the
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left hand side of the session selection screen.
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.. image:: https://ksikka.github.io/lightning-pose-statics/docs/images/app_screenshots/app_session_import_successful.png
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.. image:: https://paninski-lab.github.io/lightning-pose-statics/docs/images/app_screenshots/app_session_import_successful.png
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Label frames
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Click an unlabeled frame on the left and start labeling.
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You need to hit save in order to persist the label file.
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.. image:: https://ksikka.github.io/lightning-pose-statics/docs/images/app_screenshots/app_labeler_with_unlabeled_frame_loaded.png
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.. image:: https://paninski-lab.github.io/lightning-pose-statics/docs/images/app_screenshots/app_labeler_with_unlabeled_frame_loaded.png
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You can zoom into a tile by scrolling. Keypoints can be moved by dragging.
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To remove a keypoint, find it in the table of keypoints on the right and click the X button.
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In the Models module, click New Model and follow the instructions to create a model.
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Training will begin automatically.
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.. image:: https://ksikka.github.io/lightning-pose-statics/docs/images/app_screenshots/app_model_creation_form.png
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.. image:: https://paninski-lab.github.io/lightning-pose-statics/docs/images/app_screenshots/app_model_creation_form.png
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Click on a model in the models table to see its details.
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Follow the instructions to upload the video for inference.
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.. image:: https://ksikka.github.io/lightning-pose-statics/docs/images/app_screenshots/app_model_inference.png
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.. image:: https://paninski-lab.github.io/lightning-pose-statics/docs/images/app_screenshots/app_model_inference.png
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Again, the App is using the CLI to run inference, which stores predictions inside
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the model directory. To view the predictions in the App, we need to switch to the Viewer module.
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Once in the Viewer module, you can select a session from the left hand side, and find
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its model outputs on the right hand side.
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.. image:: https://ksikka.github.io/lightning-pose-statics/docs/images/app_screenshots/app_viewer.png
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.. image:: https://paninski-lab.github.io/lightning-pose-statics/docs/images/app_screenshots/app_viewer.png
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You can zoom into a tile by scrolling. The bottom playback bar displays the
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time and frame number. When paused and the slider is the active element (click on it once to

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