You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Copy file name to clipboardExpand all lines: modules/text/README.md
+11-73Lines changed: 11 additions & 73 deletions
Original file line number
Diff line number
Diff line change
@@ -49,20 +49,22 @@ Notes
49
49
3. You are encouraged to search the Net for some better pre-trained classifiers, as well as classifiers for other languages.
50
50
51
51
52
-
Word spotting CNN
52
+
Text Detection CNN
53
53
=================
54
54
55
55
Intro
56
56
-----
57
57
58
-
A word spotting CNN is a CNN that takes an image assumed to contain a single word and provides a probabillity over a given vocabulary.
59
-
Although other backends will be supported, for the moment only the Caffe backend is supported.
58
+
The text module now have a text detection and recognition using deep CNN. The text detector deep CNN that takes an image which may contain multiple words. This outputs a list of Rects with bounding boxes and probability of text there. The text recognizer provides a probabillity over a given vocabulary for each of these rects.
59
+
60
+
Two backends are supported 1) caffe 2) opencv-dnn
60
61
61
62
62
63
63
64
64
65
Instalation of Caffe backend
65
66
----------------------------
67
+
* Please note a custom caffe based on SSD branch is required, the link of the custom caffe is provided below
66
68
The caffe wrapping backend has the requirements caffe does.
67
69
* Caffe can be built against OpenCV, if the caffe backend is enabled, a circular bependency arises.
68
70
The simplest solution is to build caffe without support for OpenCV.
@@ -77,10 +79,8 @@ Sample script for building Caffe
A text detection CNN is a CNN that takes an image which may contain multiple words. This outputs a list of Rects with bounding boxes and probability of text there.
130
-
Although other backends will be supported, for the moment only the Caffe backend is supported.
131
-
132
-
133
-
122
+
where $OPECV_CONTRIB is the root directory containing opencv_contrib module
134
123
135
124
Instalation of Caffe backend
136
125
----------------------------
137
-
* Please note a custom caffe based on SSD branch is required, the link of the custom caffe is provided below
138
-
The caffe wrapping backend has the requirements caffe does.
139
-
* Caffe can be built against OpenCV, if the caffe backend is enabled, a circular bependency arises.
140
-
The simplest solution is to build caffe without support for OpenCV.
141
-
* Only the OS supported by Caffe are supported by the backend.
142
-
The scripts describing the module have been developed in ubuntu 16.04 and assume such a system.
143
-
Other UNIX systems including OSX should be easy to adapt.
144
126
145
-
Sample script for building Caffe
127
+
Use of opencv-dnn does not need any additional library.
0 commit comments