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opencv/doc/tutorials/dnn/table_of_content_dnn.markdown

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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
- @subpage tutorial_dnn_halide
- @subpage tutorial_dnn_halide_scheduling
added opencv for openvino tutorial
2022-09-28 18:05:28 +08:00
- @subpage tutorial_dnn_openvino
JavaScript bindings for dnn module
2017-12-03 04:52:35 +08:00
- @subpage tutorial_dnn_android
Repair: incorrect display of class name
2017-12-01 06:14:40 +08:00
- @subpage tutorial_dnn_yolo
JavaScript bindings for dnn module
2017-12-03 04:52:35 +08:00
- @subpage tutorial_dnn_javascript
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
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
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
- @subpage tutorial_dnn_text_spotting
Merge pull request #20422 from fengyuentau:dnn_face Add DNN-based face detection and face recognition into modules/objdetect * Add DNN-based face detector impl and interface * Add a sample for DNN-based face detector * add recog * add notes * move samples from samples/cpp to samples/dnn * add documentation for dnn_face * add set/get methods for input size, nms & score threshold and topk * remove the DNN prefix from the face detector and face recognizer * remove default values in the constructor of impl * regenerate priors after setting input size * two filenames for readnet * Update face.hpp * Update face_recognize.cpp * Update face_match.cpp * Update face.hpp * Update face_recognize.cpp * Update face_match.cpp * Update face_recognize.cpp * Update dnn_face.markdown * Update dnn_face.markdown * Update face.hpp * Update dnn_face.markdown * add regression test for face detection * remove underscore prefix; fix warnings * add reference & acknowledgement for face detection * Update dnn_face.markdown * Update dnn_face.markdown * Update ts.hpp * Update test_face.cpp * Update face_match.cpp * fix a compile error for python interface; add python examples for face detection and recognition * Major changes for Vadim's comments: * Replace class name FaceDetector with FaceDetectorYN in related failes * Declare local mat before loop in modules/objdetect/src/face_detect.cpp * Make input image and save flag optional in samples/dnn/face_detect(.cpp, .py) * Add camera support in samples/dnn/face_detect(.cpp, .py) * correct file paths for regression test * fix convertion warnings; remove extra spaces * update face_recog * Update dnn_face.markdown * Fix warnings and errors for the default CI reports: * Remove trailing white spaces and extra new lines. * Fix convertion warnings for windows and iOS. * Add braces around initialization of subobjects. * Fix warnings and errors for the default CI systems: * Add prefix 'FR_' for each value name in enum DisType to solve the redefinition error for iOS compilation; Modify other code accordingly * Add bookmark '#tutorial_dnn_face' to solve warnings from doxygen * Correct documentations to solve warnings from doxygen * update FaceRecognizerSF * Fix the error for CI to find ONNX models correctly * add suffix f to float assignments * add backend & target options for initializing face recognizer * add checkeq for checking input size and preset size * update test and threshold * changes in response to alalek's comments: * fix typos in samples/dnn/face_match.py * import numpy before importing cv2 * add documentation to .setInputSize() * remove extra include in face_recognize.cpp * fix some bugs * Update dnn_face.markdown * update thresholds; remove useless code * add time suffix to YuNet filename in test * objdetect: update test code
2021-10-09 03:13:49 +08:00
- @subpage tutorial_dnn_face
Merge pull request #17604 from LupusSanctus:am/pytorch_tf_cls_tutorial [GSoC] Added TF and PyTorch classification conversion cases * Added TF and PyTorch classification conversion cases * Modified structure, some processing scripts. Added evaluation pipeline * Minor structure change * Removed extra functions, minor structure change * Modified structure, code corrections * Updated classification code block, added classification tutorials * Added minor modifications of paths * Classification block corrections in accordance with comments
2021-01-26 19:06:15 +08:00
#### PyTorch models with OpenCV
In this section you will find the guides, which describe how to run classification, segmentation and detection PyTorch DNN models with OpenCV.
- @subpage pytorch_cls_tutorial_dnn_conversion
- @subpage pytorch_cls_c_tutorial_dnn_conversion
Merge pull request #17801 from LupusSanctus:am/pytorch_tf_segm [GSoC] Added TF and PyTorch segmentation conversion cases * WIP: Added conversion of segmentation models * Added tutorial mds * remove unused
2021-04-02 04:42:08 +08:00
- @subpage pytorch_segm_tutorial_dnn_conversion
Merge pull request #17604 from LupusSanctus:am/pytorch_tf_cls_tutorial [GSoC] Added TF and PyTorch classification conversion cases * Added TF and PyTorch classification conversion cases * Modified structure, some processing scripts. Added evaluation pipeline * Minor structure change * Removed extra functions, minor structure change * Modified structure, code corrections * Updated classification code block, added classification tutorials * Added minor modifications of paths * Classification block corrections in accordance with comments
2021-01-26 19:06:15 +08:00
#### TensorFlow models with OpenCV
In this section you will find the guides, which describe how to run classification, segmentation and detection TensorFlow DNN models with OpenCV.
- @subpage tf_cls_tutorial_dnn_conversion
Merge pull request #18237 from LupusSanctus:am/pytorch_tf_det_tutorial [GSoC] Added TF and PyTorch detection model conversion cases * Added object detection convertion pipeline and tutorials * Added tutorial corrections
2021-04-02 09:50:35 +08:00
- @subpage tf_det_tutorial_dnn_conversion
Merge pull request #17801 from LupusSanctus:am/pytorch_tf_segm [GSoC] Added TF and PyTorch segmentation conversion cases * WIP: Added conversion of segmentation models * Added tutorial mds * remove unused
2021-04-02 04:42:08 +08:00
- @subpage tf_segm_tutorial_dnn_conversion
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