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deep learning vision detector/estimator

License: Apache License 2.0

CMake 0.72% Go 18.46% C++ 27.19% C 53.63%

ncnn ncnn-model deep-learning deep-neural-networks face-recognition face-detection pose-estimation posenet facenet headpose

openvision's Introduction

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
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
styletransfer
- animegan2 Google Drive
tracker
- lighttrack Google Drive
counter
- p2pnet Google Drive
golang binding (github.com/bububa/openvision/go)

Reference

openvision's People

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