README
¶
libopenvision deep learning visualization C library
Prerequest
- ncnn Install
- openmp
- vulkan(optional)
Build
git submodule update --init --recursuve
cd build
cmake .. # optional -DNCNN_VULKAN=OFF -DCMAKE_CXX_COMPILER=clang++ -DCMAKE_C_COMPILER=clang
Features
- face
- aligner (for face keypoints alignment)
- detecter (for face location and keypoints detection)
- mtcnn Google Drive
- centerface Google Drive
- retainface Google Drive
- yoloface Google Drive
- scrfd Google Drive
- anticonv (for mask detection) Google Drive
- recognizer (face feature extration for classification)
- mobilenet Google Drive
- landmarker (for face landmarkers extraction)
- insightface Google Drive
- zq Google Drive
- scrfd Google Drive
- tracker (for face IOU calculation bettween frames)
- hopenet (for head pose detection) Google Drive
- hair (for hair segmentation) Google Drive
- eye
- lenet (eye status detector) Google Drive
- pose
- detector (for pose detection/estimation)
- ultralight Google Drive
- openpose Google Drive
- estimator (for pose estimation)
- ultralight Google Drive
- movenet Google Drive
- segmentor (for pose segmentation)
- deeplabv3plus Google Drive
- erdnet Google Drive
- rvm (RobustVideoMatting) Google Drive
- detector (for pose detection/estimation)
- hand
- detector (for hand detect)
- yolox Google Drive
- nanodet Google Drive
- pose (for hand pose estimation)
- handnet Google Drive
- pose3d (for 3d handpose detection)
- mediapipe Google Drive
- detector (for hand detect)
- styletransfer
- animegan2 Google Drive
- tracker
- lighttrack Google Drive
- counter
- p2pnet Google Drive
- golang binding (github.com/bububa/openvision/go)
Reference
Directories
¶
| Path | Synopsis |
|---|---|
|
Package openvision libopenvision golang binding
|
Package openvision libopenvision golang binding |
|
classifier
Package classifier implement different classifiers
|
Package classifier implement different classifiers |
|
classifier/svm
Package svm implement svm classifier
|
Package svm implement svm classifier |
|
common
Package common .
|
Package common . |
|
counter
Package counter include object counter
|
Package counter include object counter |
|
face
Package face include face detecter/landmarker/reconginzier
|
Package face include face detecter/landmarker/reconginzier |
|
face/aligner
Package aligner defines face Aligner
|
Package aligner defines face Aligner |
|
face/detecter
Package detecter face detecter
|
Package detecter face detecter |
|
face/eye
Package eye include eye status detector
|
Package eye include eye status detector |
|
face/hair
Package hair include hair segmentation
|
Package hair include hair segmentation |
|
face/hopenet
Package hopenet include head pose estimation
|
Package hopenet include head pose estimation |
|
face/landmarker
Package landmarker include landmarker instances
|
Package landmarker include landmarker instances |
|
face/recognizer
Package recognizer include feature extractor
|
Package recognizer include feature extractor |
|
face/tracker
Package tracker defines face Tracker
|
Package tracker defines face Tracker |
|
hand
Package hand include hand detection and hand pose estimation
|
Package hand include hand detection and hand pose estimation |
|
hand/detecter
Package detecter pose detecter
|
Package detecter pose detecter |
|
hand/pose
Package pose hand pose estimator
|
Package pose hand pose estimator |
|
hand/pose3d
Package pose hand 3d pose estimator
|
Package pose hand 3d pose estimator |
|
pose
Package pose include pose estimation
|
Package pose include pose estimation |
|
pose/estimator
Package estimator pose estimator
|
Package estimator pose estimator |
|
pose/segmentor
Package segmentor pose estimator
|
Package segmentor pose estimator |
|
styletransfer
Package styletransfer include style transfer
|
Package styletransfer include style transfer |
|
tracker
Package tracker include object tracker
|
Package tracker include object tracker |
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