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Dimitrii
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# go-darknet: Go bindings for Darknet
### This is fork of go-darknet https://github.com/gyonluks/go-darknet applied to FORK of Darknet https://github.com/AlexeyAB/darknet
[![GoDoc](https://godoc.org/github.com/LdDl/go-darknet?status.svg)](https://godoc.org/github.com/LdDl/go-darknet) [![GoDoc](https://godoc.org/github.com/LdDl/go-darknet?status.svg)](https://godoc.org/github.com/LdDl/go-darknet)
go-darknet is a Go package, which uses Cgo to enable Go applications to use YOLO in [Darknet]. # go-darknet: Go bindings for Darknet
## go-darknet is a Go package, which uses Cgo to enable Go applications to use YOLO in [Darknet].
### Since this repository https://github.com/gyonluks/go-darknet is no longer maintained I decided to move on and make little different bindings for Darknet.
### This bindings aren't for [official implementation](https://github.com/pjreddie/darknet) but for [AlexeyAB's fork](https://github.com/AlexeyAB/darknet).
## Table of Contents ## Table of Contents

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This is an example Go application which uses go-darknet. This is an example Go application which uses go-darknet.
## Install
```shell
go get github.com/LdDl/go-darknet
go install github.com/LdDl/go-darknet/example
# Alternatively
go build github.com/LdDl/go-darknet/example
```
An executable named `example` should be in your `$GOPATH/bin`, if using
`go install`; otherwise it will be in your current working directory (`$PWD`),
if using `go build`.
## Run ## Run
Navigate to example folder:
```shell ```shell
$GOPATH/bin/example cd $GOPATH/github.com/LdDl/go-darknet/example
``` ```
or
```go Download dataset (sample of image, coco.names, yolov3.cfg, yolov3.weights).
go run main.go -configFile=yolov3-320.cfg -dataConfigFile=coco.data -imageFile=sample.jpg -weightsFile=yolov3.weights ```shell
./download_data.sh
```
Note: you don't need *coco.data* file anymore, because script below does insert *coco.names* into 'names' filed in *yolov3.cfg* file (so AlexeyAB's fork can deal with it properly)
So last rows in yolov3.cfg file will look like:
```bash
......
[yolo]
mask = 0,1,2
anchors = 10,13, 16,30, 33,23, 30,61, 62,45, 59,119, 116,90, 156,198, 373,326
classes=80
num=9
jitter=.3
ignore_thresh = .7
truth_thresh = 1
random=1
names = coco.names # this is path to coco.names file
``` ```
Please ensure that `libdarknet.so` is in your `$LD_LIBRARY_PATH`.
## Notes Build and run program
```
go build main.go && ./main --configFile=yolov3.cfg --weightsFile=yolov3.weights --imageFile=sample.jpg
```
Note that the bounding boxes' values are ratios. To get the actual values, use Output should be something like this:
the ratios and multiply with either the image's width or height, depending on ```shell
which ratio is used. truck (7): 49.5197% | start point: (0,136) | end point: (85, 311)
car (2): 36.3747% | start point: (95,152) | end point: (186, 283)
truck (7): 48.4384% | start point: (95,152) | end point: (186, 283)
truck (7): 45.6590% | start point: (694,178) | end point: (798, 310)
car (2): 76.8379% | start point: (1,145) | end point: (84, 324)
truck (7): 25.5731% | start point: (107,89) | end point: (215, 263)
car (2): 99.8783% | start point: (511,185) | end point: (748, 328)
car (2): 99.8194% | start point: (261,189) | end point: (427, 322)
car (2): 99.6408% | start point: (426,197) | end point: (539, 311)
car (2): 74.5610% | start point: (692,186) | end point: (796, 316)
car (2): 72.8053% | start point: (388,206) | end point: (437, 276)
bicycle (1): 72.2932% | start point: (178,270) | end point: (268, 406)
person (0): 97.3026% | start point: (143,135) | end point: (268, 343)
```