package main import ( "flag" "fmt" "log" darknet "github.com/gyonluks/go-darknet" ) var dataConfigFile = flag.String("dataConfigFile", "", "Path to data configuration file. Example: cfg/coco.data") var configFile = flag.String("configFile", "", "Path to network layer configuration file. Example: cfg/yolov3.cfg") var weightsFile = flag.String("weightsFile", "", "Path to weights file. Example: yolov3.weights") var imageFile = flag.String("imageFile", "", "Path to image file, for detection. Example: image.jpg") func printError(err error) { log.Println("error:", err) } func main() { flag.Parse() if *dataConfigFile == "" || *configFile == "" || *weightsFile == "" || *imageFile == "" { flag.Usage() return } n := darknet.YOLONetwork{ DataConfigurationFile: *dataConfigFile, NetworkConfigurationFile: *configFile, WeightsFile: *weightsFile, Threshold: .5, } if err := n.Init(); err != nil { printError(err) return } defer n.Close() img, err := darknet.ImageFromPath(*imageFile) if err != nil { printError(err) return } defer img.Close() dr, err := n.Detect(img) if err != nil { printError(err) return } log.Println("Network-only time taken:", dr.NetworkOnlyTimeTaken) log.Println("Overall time taken:", dr.OverallTimeTaken) for _, d := range dr.Detections { for i := range d.ClassIDs { bBox := d.BoundingBox fmt.Printf("%s (%d): %.4f%% | start point: (%f,%f) | height: %f | width: %f\n", d.ClassNames[i], d.ClassIDs[i], d.Probabilities[i], bBox.X, bBox.Y, bBox.Height, bBox.Width, ) } } }