package gosdk /* #cgo CFLAGS: -I. -I./sdk/face/include -I./sdk/darknet/include -I/usr/local/cuda/include -w -g #cgo CXXFLAGS: -I. -I./sdk/face/include -I./sdk/darknet/include -I/usr/local/cuda/include -w -g -std=c++11 #cgo LDFLAGS: -L/usr/local/cuda/lib64 -L${SRCDIR}/sdk/face/lib/gpu -L${SRCDIR}/sdk/darknet/lib #cgo LDFLAGS: -Wl,-rpath,${SRCDIR}/sdk/face/lib/gpu:${SRCDIR}/sdk/darknet/lib #cgo LDFLAGS: -ldarknet -lTHFaceImage -lTHFeature -lTHFaceProperty -lTHFaceTracking -lcudart -lcublas -lcurand -lrt -ldl -lpthread #include #include "csdk.h" */ import "C" import ( "unsafe" ) // YoloHandle wrap C type YoloHandle struct { handle C.YoloHandle } // SDKImage sdk image type SDKImage struct { Data []byte Width int Height int } // InitYolo init yolo sdk func InitYolo(fc, fw, fn string, gi int) *YoloHandle { c := C.CString(fc) defer C.free(unsafe.Pointer(c)) w := C.CString(fw) defer C.free(unsafe.Pointer(w)) n := C.CString(fn) defer C.free(unsafe.Pointer(n)) g := C.int(gi) p := C.c_api_yolo_init(c, w, n, g) return &YoloHandle{p} } // InitFaceDetector init face detector func InitFaceDetector(tm, gi, minFaces, rollAngle int) { C.c_api_face_detector_init(C.int(tm), C.int(gi), C.int(minFaces), C.int(rollAngle)) } // InitFaceProperty init face property func InitFaceProperty(tm int) { C.c_api_face_property_init(C.int(tm)) } // InitFaceExtractor init face extractor func InitFaceExtractor(tm, gi int) { C.c_api_face_extractor_init(C.int(tm), C.int(gi)) } // InitFaceTracker init face tracker func InitFaceTracker(tm, gi, w, h, maxFaces, interval, sample int) { C.c_api_face_tracker_init(C.int(tm), C.int(gi), C.int(w), C.int(h), C.int(maxFaces), C.int(interval), C.int(sample)) } // Free free sdk func Free() { C.c_api_release() } // FaceDetect face detect func FaceDetect(img SDKImage, ch int) []CFacePos { data := img.Data w := img.Width h := img.Height var count C.int cfpos := C.c_api_face_detect(&count, (*C.uchar)(unsafe.Pointer(&data[0])), C.int(w), C.int(h), C.int(ch)) if cfpos != nil { defer C.free(unsafe.Pointer(cfpos)) return CFacePosArrayToGoArray(unsafe.Pointer(cfpos), int(count)) } return nil } // FaceProperty face property func FaceProperty(fpos CFacePos, img SDKImage, ch int) CThftResult { data := img.Data w := img.Width h := img.Height pos := (*C.cFacePos)(unsafe.Pointer(&fpos)) result := C.c_api_face_property(pos, (*C.uchar)(unsafe.Pointer(&data[0])), C.int(w), C.int(h), C.int(ch)) return *((*CThftResult)(unsafe.Pointer(&result))) } // FaceExtract face extract feature func FaceExtract(fpos CFacePos, img SDKImage, ch int) []byte { data := img.Data w := img.Width h := img.Height var featLen C.int pos := (*C.cFacePos)(unsafe.Pointer(&fpos)) p := C.c_api_face_extract(&featLen, pos, (*C.uchar)(unsafe.Pointer(&data[0])), C.int(w), C.int(h), C.int(ch)) defer C.free(unsafe.Pointer(p)) b := C.GoBytes(unsafe.Pointer(p), featLen) return b } // FaceCompare face compare func FaceCompare(feat1 []byte, feat2 []byte) float32 { res := C.c_api_face_compare((*C.uchar)(unsafe.Pointer(&feat1[0])), (*C.uchar)(unsafe.Pointer(&feat2[0]))) return float32(res) } // FaceTrackOnly face tracker face only func FaceTrackOnly(img SDKImage, ch int) []CRECT { data := img.Data w := img.Width h := img.Height var fCount C.int rect := C.c_api_face_track_only(&fCount, (*C.uchar)(unsafe.Pointer(&data[0])), C.int(w), C.int(h), C.int(ch)) if rect != nil { defer C.free(unsafe.Pointer(rect)) return CRECTArrayToGoArray(unsafe.Pointer(rect), int(fCount)) } return nil } // FaceTrackDetect face tracker face detect func FaceTrackDetect(img SDKImage, ch int) []CFaceInfo { data := img.Data w := img.Width h := img.Height var fCount C.int finfo := C.c_api_face_track_only(&fCount, (*C.uchar)(unsafe.Pointer(&data[0])), C.int(w), C.int(h), C.int(ch)) if finfo != nil { defer C.free(unsafe.Pointer(finfo)) return CFaceInfoArrayToGoArray(unsafe.Pointer(finfo), int(fCount)) } return nil } // FaceTrackingInfo face track info type FaceTrackingInfo struct { tracking bool faces []CFaceInfo } // FaceTrack face tracking info func FaceTrack(res map[int64]FaceTrackingInfo, img SDKImage, ch int) { data := img.Data w := img.Width h := img.Height var fCount C.int cFinfo := C.c_api_face_track(&fCount, (*C.uchar)(unsafe.Pointer(&data[0])), C.int(w), C.int(h), C.int(ch)) if cFinfo == nil { return } defer C.free(unsafe.Pointer(cFinfo)) goFinfo := CFaceInfoArrayToGoArray(unsafe.Pointer(cFinfo), int(fCount)) // 空,添加 if len(res) == 0 { for _, v := range goFinfo { var faces []CFaceInfo faces = append(faces, v) tInfo := FaceTrackingInfo{true, faces} res[v.NFaceID] = tInfo } // 非空 } else { // 默认所有faces没有tracking for _, v := range res { v.tracking = false } // 查找是否存在tracking for _, v := range goFinfo { // 存在已有信息 if info, ok := res[v.NFaceID]; ok { // tracking到face info.tracking = true // 如果tracking长度大于100,删除一些 if len(info.faces) > 100 { info.faces = info.faces[1:] } info.faces = append(info.faces, v) // 不存在,新face,加入 } else { var faces []CFaceInfo faces = append(faces, v) tInfo := FaceTrackingInfo{true, faces} res[v.NFaceID] = tInfo } } // 删除不再tracking的faces for k, v := range res { if !v.tracking { delete(res, k) } } } } // YoloDetect yolo detect func YoloDetect(handle *YoloHandle, img SDKImage, thrsh float32, umns int) []CObjInfo { data := img.Data w := img.Width h := img.Height var count C.int cobjinfo := C.c_api_yolo_detect(handle.handle, &count, (*C.uchar)(unsafe.Pointer(&data[0])), C.int(w), C.int(h), C.float(thrsh), C.int(umns)) if cobjinfo != nil { defer C.free(unsafe.Pointer(cobjinfo)) return CYoloObjInfoArrayToGoArray(unsafe.Pointer(cobjinfo), int(count)) } return nil } // YoloObjName obj name by type func YoloObjName(typ int) string { p := C.c_api_yolo_obj_name(C.int(typ)) return C.GoString(p) }