Openvision Golang binding

vision detection/estimation/transformation based on deep learning

Prerequest

• ncnn Install
• openmp
• vulkan(optional)

Install

git clone github.com/bububa/openvision.git
cd build
cmake -DCMAKE_CXX_COMPILER=clang++ -DCMAKE_C_COMPILER=clang -DNCNN_VULKAN=ON # -DNCNN_VULKAN is optional
make -j 4
# modify go.mod replace github.com/bububa/openvision/go path

Build tags

• vulkan build with vulkan

Features & models

• 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
• styletransfer
  • animegan2 Google Drive
• tracker
  • lighttrack Google Drive
• counter
  • p2pnet Google Drive