Object Detection Model Overview Flask template #2004
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Coverage 92.38% 92.38%
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…olbox into agemawat/mo_flask
…olbox into agemawat/mo_flask
tongyu-microsoft
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Mar 21, 2023
gaugup
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Mar 23, 2023
* flask endpoint infra template * docstring and lint fixes * lint fixes * lint fixes * lint autofixes * error statement fix
gaugup
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Mar 23, 2023
* Add validations for model predictions Signed-off-by: Gaurav Gupta <gaugup@microsoft.com> * Add test Signed-off-by: Gaurav Gupta <gaugup@microsoft.com> * Undo change Signed-off-by: Gaurav Gupta <gaugup@microsoft.com> * Update notebooks for categorical features to pass through FeatureMetadata (#2011) * Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-census-classification-model-debugging.ipynb * Update responsibleaidashboard-census-classification-model-debugging.ipynb * Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-diabetes-regression-model-debugging.ipynb * Update responsibleaidashboard-census-classification-model-debugging.ipynb * Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-housing-classification-model-debugging.ipynb * Update responsibleaidashboard-housing-classification-model-debugging.ipynb * Update responsibleaidashboard-census-classification-model-debugging.ipynb * Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-diabetes-regression-model-debugging.ipynb * Update responsibleaidashboard-housing-decision-making.ipynb * Update responsibleaidashboard-multiclass-dnn-model-debugging.ipynb * Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-diabetes-regression-model-debugging.ipynb * Update responsibleaidashboard-housing-classification-model-debugging.ipynb * Update responsibleaidashboard-housing-decision-making.ipynb * [Model Overview] Metrics Template support with OD-specific optional args (#2002) * OD label support ckpt * Surfaced OD metrics * numLabels update * lint fixes * main fetch * line end changes * var fix * ts lint fix * lint autofixes * Object Detection Model Overview Flask template (#2004) * flask endpoint infra template * docstring and lint fixes * lint fixes * lint fixes * lint autofixes * error statement fix * Model Overview: Object Detection Widgets for Aggregate Methods, Class selection, & IoU Threshold (#1997) * agg method & iou thresh widgets ckpt * class selection widget * widget option format fix * comment fixes * widget size & lint fixes * semiclon lint fix * od widget options refactor * lint complexity fixes * lint complexity fixes * comment fixes * refactor to reduce complexity * complexity refactor * lint fixes * autolint fixes * Address code review comments Signed-off-by: Gaurav Gupta <gaugup@microsoft.com> --------- Signed-off-by: Gaurav Gupta <gaugup@microsoft.com> Co-authored-by: tongy-msft <91754176+tongyu-microsoft@users.noreply.github.com> Co-authored-by: Advitya Gemawat <agemawat@ucsd.edu> Co-authored-by: Advitya Gemawat <agemawat@microsoft.com>
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Description
This PR sets up the components to invoke a new Flask endpoint calculating the model overview metrics for the object detection scenario.
This PR is currently in draft state as it requires the metrics implementation to be defined in the backend.
Checklist