open-mmlab · gaotongxiao · Feb 2, 2023 · Dec 7, 2022 · Dec 7, 2022 · Dec 7, 2022
diff --git a/configs/kie/sdmgr/metafile.yml b/configs/kie/sdmgr/metafile.yml
@@ -26,3 +26,27 @@ Models:
         Metrics:
           macro_f1: 0.890
     Weights: https://download.openmmlab.com/mmocr/kie/sdmgr/sdmgr_unet16_60e_wildreceipt/sdmgr_unet16_60e_wildreceipt_20220825_151648-22419f37.pth
+  - Name: sdmgr_novisual_60e_wildreceipt
+    In Collection: SDMGR
+    Config: configs/kie/sdmgr/sdmgr_novisual_60e_wildreceipt.py
+    Metadata:
+      Training Data: wildreceipt
+    Results:
+      - Task: Key Information Extraction
+        Dataset: wildreceipt
+        Metrics:
+          macro_f1: 0.873
+    Weights: https://download.openmmlab.com/mmocr/kie/sdmgr/sdmgr_novisual_60e_wildreceipt/sdmgr_novisual_60e_wildreceipt_20220831_193317-827649d8.pth
+  - Name: sdmgr_novisual_60e_wildreceipt_openset
+    In Collection: SDMGR
+    Config: configs/kie/sdmgr/sdmgr_novisual_60e_wildreceipt-openset.py
+    Metadata:
+      Training Data: wildreceipt-openset
+    Results:
+      - Task: Key Information Extraction
+        Dataset: wildreceipt
+        Metrics:
+          macro_f1: 0.931
+          micro_f1: 0.940
+          edgee_micro_f1: 0.792
+    Weights: https://download.openmmlab.com/mmocr/kie/sdmgr/sdmgr_novisual_60e_wildreceipt-openset/sdmgr_novisual_60e_wildreceipt-openset_20220831_200807-dedf15ec.pth
diff --git a/configs/textrecog/crnn/metafile.yml b/configs/textrecog/crnn/metafile.yml
@@ -16,7 +16,7 @@ Collections:
   README: configs/textrecog/crnn/README.md
 
 Models:
-  - Name: crnn_mini-vgg_5e_mj-123
+  - Name: crnn_mini-vgg_5e_mj
     Alias: CRNN
     In Collection: CRNN
     Config: configs/textrecog/crnn/crnn_mini-vgg_5e_mj.py

diff --git a/docs/en/api/apis.rst b/docs/en/api/apis.rst
@@ -0,0 +1,25 @@
+.. role:: hidden
+    :class: hidden-section
+
+mmocr.apis
+===================================
+
+.. contents:: mmocr.apis
+   :depth: 2
+   :local:
+   :backlinks: top
+
+.. currentmodule:: mmocr.apis.inferencers
+
+Inferencers
+---------------------------------------------
+
+.. autosummary::
+   :toctree: generated
+   :nosignatures:
+   :template: classtemplate.rst
+
+   MMOCRInferencer
+   TextDetInferencer
+   TextRecInferencer
+   KIEInferencer
diff --git a/docs/en/api/transforms.rst b/docs/en/api/transforms.rst
@@ -23,6 +23,7 @@ Loading
    LoadImageFromLMDB
    LoadOCRAnnotations
    LoadKIEAnnotations
+   InferencerLoader
 
 
 TextDet Transforms

diff --git a/docs/en/index.rst b/docs/en/index.rst
@@ -80,6 +80,7 @@ You can switch between English and Chinese in the lower-left corner of the layou
    :maxdepth: 1
    :caption: API Reference
 
+   mmocr.apis <api/apis>
    mmocr.structures <api/structures>
    mmocr.datasets <api/datasets>
    mmocr.transforms <api/transforms>

diff --git a/docs/zh_cn/api/apis.rst b/docs/zh_cn/api/apis.rst
@@ -0,0 +1,25 @@
+.. role:: hidden
+    :class: hidden-section
+
+mmocr.apis
+===================================
+
+.. contents:: mmocr.apis
+   :depth: 2
+   :local:
+   :backlinks: top
+
+.. currentmodule:: mmocr.apis.inferencers
+
+Inferencers
+---------------------------------------------
+
+.. autosummary::
+   :toctree: generated
+   :nosignatures:
+   :template: classtemplate.rst
+
+   MMOCRInferencer
+   TextDetInferencer
+   TextRecInferencer
+   KIEInferencer
diff --git a/docs/zh_cn/index.rst b/docs/zh_cn/index.rst
@@ -80,6 +80,7 @@
    :maxdepth: 2
    :caption: API 文档
 
+   mmocr.apis <api/apis>
    mmocr.structures <api/structures>
    mmocr.datasets <api/datasets>
    mmocr.transforms <api/transforms>

diff --git a/mmocr/apis/inferencers/base_inferencer.py b/mmocr/apis/inferencers/base_inferencer.py