opencv/doc/tutorials/dnn/table_of_content_dnn.markdown

Deep Neural Networks (dnn module) {#tutorial_table_of_content_dnn}
=====================================

-   @subpage tutorial_dnn_googlenet

    *Languages:* C++

    *Compatibility:* \> OpenCV 3.3

    *Author:* Vitaliy Lyudvichenko

    In this tutorial you will learn how to use opencv_dnn module for image classification by using GoogLeNet trained network from Caffe model zoo.

-   @subpage tutorial_dnn_halide

    *Languages:* Halide

    *Compatibility:* \> OpenCV 3.3

    *Author:* Dmitry Kurtaev

    This tutorial guidelines how to run your models in OpenCV deep learning module using Halide language backend.

-   @subpage tutorial_dnn_halide_scheduling

    *Languages:* Halide

    *Compatibility:* \> OpenCV 3.3

    *Author:* Dmitry Kurtaev

    In this tutorial we describe the ways to schedule your networks using Halide backend in OpenCV deep learning module.

-   @subpage tutorial_dnn_android

    *Languages:* Java

    *Compatibility:* \> OpenCV 3.3

    *Author:* Dmitry Kurtaev

    This tutorial will show you how to run deep learning model using OpenCV on Android device.

-   @subpage tutorial_dnn_yolo

    *Languages:* C++, Python

    *Compatibility:* \> OpenCV 3.3.1

    *Author:* Alessandro de Oliveira Faria

    In this tutorial you will learn how to use opencv_dnn module using yolo_object_detection with device capture, video file or image.

-   @subpage tutorial_dnn_javascript

    *Languages:* JavaScript

    *Compatibility:* \> OpenCV 3.3.1

    *Author:* Dmitry Kurtaev

    In this tutorial we'll run deep learning models in browser using OpenCV.js.

-   @subpage tutorial_dnn_custom_layers

    *Languages:* C++, Python

    *Compatibility:* \> OpenCV 3.4.1

    *Author:* Dmitry Kurtaev

    How to define custom layers to import networks.

-   @subpage tutorial_dnn_OCR

    *Languages:* C++

    *Compatibility:* \> OpenCV 4.3

    *Author:* Zihao Mu

    In this tutorial you will learn how to use opencv_dnn module using custom OCR models.

-   @subpage tutorial_dnn_text_spotting

    *Languages:* C++

    *Compatibility:* \> OpenCV 4.5

    *Author:* Wenqing Zhang

    In these tutorial, we'll introduce how to use the high-level APIs for text recognition and text detection
update tutorial link for dnn 2017-07-25 19:22:31 +08:00			`Deep Neural Networks (dnn module) {#tutorial_table_of_content_dnn}`
			`=====================================`

			`- @subpage tutorial_dnn_googlenet`

Update tutorials tables of content for several modules 2020-05-09 02:22:30 +08:00			`Languages: C++`

update tutorial link for dnn 2017-07-25 19:22:31 +08:00			`Compatibility: \> OpenCV 3.3`

			`Author: Vitaliy Lyudvichenko`

			`In this tutorial you will learn how to use opencv_dnn module for image classification by using GoogLeNet trained network from Caffe model zoo.`

			`- @subpage tutorial_dnn_halide`

Update tutorials tables of content for several modules 2020-05-09 02:22:30 +08:00			`Languages: Halide`

update tutorial link for dnn 2017-07-25 19:22:31 +08:00			`Compatibility: \> OpenCV 3.3`

			`Author: Dmitry Kurtaev`

Repair: incorrect display of class name 2017-12-01 06:14:40 +08:00			`This tutorial guidelines how to run your models in OpenCV deep learning module using Halide language backend.`
update tutorial link for dnn 2017-07-25 19:22:31 +08:00
			`- @subpage tutorial_dnn_halide_scheduling`

Update tutorials tables of content for several modules 2020-05-09 02:22:30 +08:00			`Languages: Halide`

update tutorial link for dnn 2017-07-25 19:22:31 +08:00			`Compatibility: \> OpenCV 3.3`

			`Author: Dmitry Kurtaev`

Repair: incorrect display of class name 2017-12-01 06:14:40 +08:00			`In this tutorial we describe the ways to schedule your networks using Halide backend in OpenCV deep learning module.`

JavaScript bindings for dnn module 2017-12-03 04:52:35 +08:00			`- @subpage tutorial_dnn_android`

Update tutorials tables of content for several modules 2020-05-09 02:22:30 +08:00			`Languages: Java`

JavaScript bindings for dnn module 2017-12-03 04:52:35 +08:00			`Compatibility: \> OpenCV 3.3`

			`Author: Dmitry Kurtaev`

			`This tutorial will show you how to run deep learning model using OpenCV on Android device.`

Repair: incorrect display of class name 2017-12-01 06:14:40 +08:00			`- @subpage tutorial_dnn_yolo`

Update tutorials tables of content for several modules 2020-05-09 02:22:30 +08:00			`Languages: C++, Python`

Repair: incorrect display of class name 2017-12-01 06:14:40 +08:00			`Compatibility: \> OpenCV 3.3.1`

			`Author: Alessandro de Oliveira Faria`

			`In this tutorial you will learn how to use opencv_dnn module using yolo_object_detection with device capture, video file or image.`
JavaScript bindings for dnn module 2017-12-03 04:52:35 +08:00
			`- @subpage tutorial_dnn_javascript`

Update tutorials tables of content for several modules 2020-05-09 02:22:30 +08:00			`Languages: JavaScript`

JavaScript bindings for dnn module 2017-12-03 04:52:35 +08:00			`Compatibility: \> OpenCV 3.3.1`

			`Author: Dmitry Kurtaev`

			`In this tutorial we'll run deep learning models in browser using OpenCV.js.`
Custom layers for deep learning networks (#11129) * Custom deep learning layers support * Stack custom deep learning layers 2018-04-24 19:59:59 +08:00
			`- @subpage tutorial_dnn_custom_layers`

Update tutorials tables of content for several modules 2020-05-09 02:22:30 +08:00			`Languages: C++, Python`

Custom layers for deep learning networks (#11129) * Custom deep learning layers support * Stack custom deep learning layers 2018-04-24 19:59:59 +08:00			`Compatibility: \> OpenCV 3.4.1`

			`Author: Dmitry Kurtaev`

			`How to define custom layers to import networks.`
add OpenCV sample for digit and text recongnition, and provide multiple OCR models. 2020-06-27 15:04:00 +08:00
			`- @subpage tutorial_dnn_OCR`

			`Languages: C++`

			`Compatibility: \> OpenCV 4.3`

			`Author: Zihao Mu`

Merge pull request #17570 from HannibalAPE:text_det_recog_demo [GSoC] High Level API and Samples for Scene Text Detection and Recognition * APIs and samples for scene text detection and recognition * update APIs and tutorial for Text Detection and Recognition * API updates: (1) put decodeType into struct Voc (2) optimize the post-processing of DB * sample update: (1) add transformation into scene_text_spotting.cpp (2) modify text_detection.cpp with API update * update tutorial * simplify text recognition API update tutorial * update impl usage in recognize() and detect() * dnn: refactoring public API of TextRecognitionModel/TextDetectionModel * update provided models update opencv.bib * dnn: adjust text rectangle angle * remove points ordering operation in model.cpp * update gts of DB test in test_model.cpp * dnn: ensure to keep text rectangle angle - avoid 90/180 degree turns * dnn(text): use quadrangle result in TextDetectionModel API * dnn: update Text Detection API (1) keep points' order consistent with (bl, tl, tr, br) in unclip (2) update contourScore with boundingRect 2020-12-04 02:47:40 +08:00			`In this tutorial you will learn how to use opencv_dnn module using custom OCR models.`

			`- @subpage tutorial_dnn_text_spotting`

			`Languages: C++`

			`Compatibility: \> OpenCV 4.5`

			`Author: Wenqing Zhang`

			`In these tutorial, we'll introduce how to use the high-level APIs for text recognition and text detection`