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deep learning vision detector/estimator
deep-learningdeep-neural-networksface-detectionface-recognitionfacenetheadposeheadpose-detectionheadpose-estimationncnnncnn-modelpose-detectionpose-estimationposenet
build | ||
data | ||
go | ||
include | ||
lib | ||
ncnn@e3aa893dfb | ||
src | ||
.gitignore | ||
.gitmodules | ||
CMakeLists.txt | ||
LICENSE | ||
README.md |
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)