openvision

package

v1.0.1 Latest Latest Go to latest Published: Feb 7, 2022 License: Apache-2.0 Imports: 0 Imported by: 0

Details

Valid go.mod file

The Go module system was introduced in Go 1.11 and is the official dependency management solution for Go.
Redistributable license

Redistributable licenses place minimal restrictions on how software can be used, modified, and redistributed.
Tagged version

Modules with tagged versions give importers more predictable builds.
Stable version

When a project reaches major version v1 it is considered stable.
Learn more about best practices

Repository

github.com/bububa/openvision

Links

Open Source Insights

README ¶

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

Documentation ¶

Overview ¶

Package openvision libopenvision golang binding

Constants ¶

This section is empty.

Variables ¶

View Source

var (
	LoadModelError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "load model failed",
		}
	}
	DetectFaceError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "detect face failed",
		}
	}
	FaceLandmarkError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "face landmark failed",
		}
	}
	RecognizeFaceError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "recognize face failed",
		}
	}
	AlignFaceError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "align face failed",
		}
	}
	TrackFaceError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "track face failed",
		}
	}
	DetectHeadPoseError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "detect head pose failed",
		}
	}
	HairMattingError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "hair matting failed",
		}
	}
	DetectHandError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "detect hand failed",
		}
	}
	DetectPoseError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "detect pose failed",
		}
	}
	TrackerError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "object tracker error",
		}
	}
	CounterError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "object counter error",
		}
	}
	RealsrError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "super-resolution process error",
		}
	}
	TrainingError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "training process failed",
		}
	}
	ClassifyError = func(code int) Error {
		return Error{
			Code:    code,
			Message: "classify process failed",
		}
	}
)

Functions ¶

This section is empty.

Types ¶

type Error ¶

type Error struct {
	// Code .
	Code int
	// Message .
	Message string
}

Error customed error

func (Error) Error ¶

func (e Error) Error() string

Error represents error interface

Source Files ¶

View all Source files

Directories ¶

Path	Synopsis
classifier Package classifier implement different classifiers	Package classifier implement different classifiers
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
examples
aligner
counter
detecter
eye
face_tracker
hair
hand
hopenet
landmarker
pose
poseseg
recognizer
styletransfer
face Package face include face detecter/landmarker/reconginzier	Package face include face detecter/landmarker/reconginzier
aligner Package aligner defines face Aligner	Package aligner defines face Aligner
detecter Package detecter face detecter	Package detecter face detecter
drawer
eye Package eye include eye status detector	Package eye include eye status detector
hair Package hair include hair segmentation	Package hair include hair segmentation
hopenet Package hopenet include head pose estimation	Package hopenet include head pose estimation
landmarker Package landmarker include landmarker instances	Package landmarker include landmarker instances
recognizer Package recognizer include feature extractor	Package recognizer include feature extractor
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
detecter Package detecter pose detecter	Package detecter pose detecter
drawer
pose Package pose hand pose estimator	Package pose hand pose estimator
pose3d Package pose hand 3d pose estimator	Package pose hand 3d pose estimator
pose Package pose include pose estimation	Package pose include pose estimation
detecter
drawer
estimator Package estimator pose estimator	Package estimator pose estimator
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

?	: This menu
/	: Search site
f or F	: Jump to
y or Y	: Canonical URL