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mmpretrain/docs/en/api/evaluation.rst

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[Docs] Refactor API docs. (#958) * rebase * update process * add TODOs in moved classes * update APIs * modify the preprocess_cfg to data_preprocessor * Fix api docs. Co-authored-by: mzr1996 <mzr1996@163.com>
2022-08-29 15:35:10 +08:00
.. role:: hidden
:class: hidden-section
[Docs] Update generate_readme.py and readme files. (#1388) * Update generate_readme.py and readme files. * Update reamde * Update docs * update metafile * update simmim readme * update * update mae * fix lint * update mocov2 * update readme pic * fix lint * Fix mmcls download links. * Fix Chinese docs. * Decrease readthedocs requirements. --------- Co-authored-by: fangyixiao18 <fangyx18@hotmail.com>
2023-03-02 13:29:07 +08:00
.. module:: mmpretrain.evaluation
[Docs] Refactor dataset tutorial (#916) * refactor dataset tutorials * split into user_guide and advance_guide * refine * Fix dataset preparasion tutorial. * refine CN docs * update docs API doc link * refine new a dataset * refine new a dataset * refine new a dataset Co-authored-by: mzr1996 <mzr1996@163.com>
2022-08-30 18:45:58 +08:00
[Docs] Update generate_readme.py and readme files. (#1388) * Update generate_readme.py and readme files. * Update reamde * Update docs * update metafile * update simmim readme * update * update mae * fix lint * update mocov2 * update readme pic * fix lint * Fix mmcls download links. * Fix Chinese docs. * Decrease readthedocs requirements. --------- Co-authored-by: fangyixiao18 <fangyx18@hotmail.com>
2023-03-02 13:29:07 +08:00
mmpretrain.evaluation
[Docs] Refactor API docs. (#958) * rebase * update process * add TODOs in moved classes * update APIs * modify the preprocess_cfg to data_preprocessor * Fix api docs. Co-authored-by: mzr1996 <mzr1996@163.com>
2022-08-29 15:35:10 +08:00
===================================
This package includes metrics and evaluators for classification tasks.
[Docs] Update generate_readme.py and readme files. (#1388) * Update generate_readme.py and readme files. * Update reamde * Update docs * update metafile * update simmim readme * update * update mae * fix lint * update mocov2 * update readme pic * fix lint * Fix mmcls download links. * Fix Chinese docs. * Decrease readthedocs requirements. --------- Co-authored-by: fangyixiao18 <fangyx18@hotmail.com>
2023-03-02 13:29:07 +08:00
.. contents:: mmpretrain.evaluation
[Docs] Refactor API docs. (#958) * rebase * update process * add TODOs in moved classes * update APIs * modify the preprocess_cfg to data_preprocessor * Fix api docs. Co-authored-by: mzr1996 <mzr1996@163.com>
2022-08-29 15:35:10 +08:00
:depth: 1
:local:
:backlinks: top
Single Label Metric
----------------------
.. autosummary::
:toctree: generated
:nosignatures:
Accuracy
SingleLabelMetric
[Feature] Support calculate confusion matrix and plot it. (#1287) * [Feature] Support calculate confusion matrix and plot it. * Fix keepdim * Update confusion_matrix tools and the plot graph. * Revert accidental modification. * Update docstring * Move confusion matrix tool to
2023-02-14 12:58:11 +08:00
ConfusionMatrix
[Docs] Refactor API docs. (#958) * rebase * update process * add TODOs in moved classes * update APIs * modify the preprocess_cfg to data_preprocessor * Fix api docs. Co-authored-by: mzr1996 <mzr1996@163.com>
2022-08-29 15:35:10 +08:00
Multi Label Metric
----------------------
.. autosummary::
:toctree: generated
:nosignatures:
AveragePrecision
[Feature] Migrate CSRA head to 1.x. (#1177) * [Feat] add csra to 1x * minor fix * add voc metrics * refine * add unittest * minor fix * add more comments * Fix docs and metafile. * Fix docs. Co-authored-by: mzr1996 <mzr1996@163.com>
2022-11-21 10:39:16 +08:00
MultiLabelMetric
VOCAveragePrecision
VOCMultiLabelMetric
[Feature] Support RetrieverRecall metric & Add ArcFace config (#1316) * rebase * add ap metric * fix mlti-gpu bug in retrevel * rebase * rebase * add training cfgs and update readme.md * fix bugs(cannot load vecs in dist and diff test-val recall\) * update configs and readme * fix ut * fix doc * rebase * fix rebase conflicts * fix rebase error * fix UT error * fix docs * fix typo --------- Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
2023-02-14 12:46:21 +08:00
Retrieval Metric
----------------------
.. autosummary::
:toctree: generated
:nosignatures:
:template: classtemplate.rst
RetrievalRecall
[Feature] Add retrieval mAP metric. (#1552) * rebase * fefine * fix lint * update readme * rebase * fix lint * update docstring * update docstring * rebase * rename corespanding names * rebase
2023-05-26 10:40:08 +08:00
RetrievalAveragePrecision