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Dimitrii
2022-07-13 16:23:18 +03:00
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commit 0880b53f27
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@@ -5,6 +5,8 @@ cmd/examples/yolov3.cfg
cmd/examples/yolov3.weights
cmd/examples/yolov4.cfg
cmd/examples/yolov4.weights
cmd/examples/yolov4-tiny.cfg
cmd/examples/yolov4-tiny.weights
cmd/examples/yolov7-tiny.cfg
cmd/examples/yolov7-tiny.weights
darknet.h

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README.md
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@@ -3,12 +3,13 @@
[![Go Report Card](https://goreportcard.com/badge/github.com/LdDl/go-darknet)](https://goreportcard.com/report/github.com/LdDl/go-darknet)
[![GitHub tag](https://img.shields.io/github/tag/LdDl/go-darknet.svg)](https://github.com/LdDl/go-darknet/releases)
# go-darknet: Go bindings for Darknet (Yolo V4, Yolo V3)
### go-darknet is a Go package, which uses Cgo to enable Go applications to use YOLO V4/V3 in [Darknet].
# go-darknet: Go bindings for Darknet (Yolo V4, Yolo V7-tiny, Yolo V3)
### go-darknet is a Go package, which uses Cgo to enable Go applications to use V4/V7-tiny/V3 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#### Since this repository https://github.com/gyonluks/go-darknet is no longer maintained I decided to move on and make little different bindings for Darknet.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).
#### Paper Yolo v7: https://arxiv.org/abs/2207.02696 (WARNING: Only 'tiny' variation works currently)
#### Paper Yolo v4: https://arxiv.org/abs/2004.10934
#### Paper Yolo v3: https://arxiv.org/abs/1804.02767
@@ -77,6 +78,8 @@ Building and running program:
```shell
#for yolo v4
./download_data.sh
#for yolo v4 tiny
./download_data_v4_tiny.sh
#for yolo v7 tiny
./download_data_v7_tiny.sh
#for yolo v3
@@ -130,8 +133,8 @@ Building and running program:
car (2): 28.2012% | start point: (386,205) | end point: (440, 236)
bicycle (1): 71.9609% | start point: (179,294) | end point: (249, 405)
person (0): 85.4390% | start point: (146,130) | end point: (269, 351)
```
Yolo v4:
```shell
go build -o base_example/main base_example/main.go && ./base_example/main --configFile=yolov4.cfg --weightsFile=yolov4.weights --imageFile=sample.jpg
@@ -154,6 +157,25 @@ Building and running program:
person (0): 97.7213% | start point: (141,129) | end point: (283, 362)
```
Yolo v4 tiny:
```shell
go build -o base_example/main base_example/main.go && ./base_example/main --configFile=yolov4-tiny.cfg --weightsFile=yolov4-tiny.weights --imageFile=sample.jpg
```
Output should be something like this:
```shell
truck (7): 77.7936% | start point: (0,138) | end point: (90, 332)
truck (7): 55.9773% | start point: (696,174) | end point: (799, 314)
car (2): 53.1286% | start point: (696,184) | end point: (799, 319)
car (2): 98.0222% | start point: (262,189) | end point: (424, 330)
car (2): 97.8773% | start point: (430,190) | end point: (542, 313)
car (2): 81.4099% | start point: (510,190) | end point: (743, 325)
car (2): 43.3935% | start point: (391,207) | end point: (435, 299)
car (2): 37.4221% | start point: (386,206) | end point: (429, 239)
car (2): 32.0724% | start point: (109,196) | end point: (157, 289)
person (0): 73.0868% | start point: (154,132) | end point: (284, 382)
```
Yolo V3:
```
go build main.go && ./main --configFile=yolov3.cfg --weightsFile=yolov3.weights --imageFile=sample.jpg

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cmd/examples/download_data_v4_tiny.sh Executable file
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@@ -0,0 +1,5 @@
wget --output-document=sample.jpg https://cdn-images-1.medium.com/max/800/1*EYFejGUjvjPcc4PZTwoufw.jpeg
wget --output-document=coco.names https://raw.githubusercontent.com/AlexeyAB/darknet/master/data/coco.names
wget --output-document=yolov4-tiny.cfg https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/yolov4-tiny.cfg
sed -i -e "\$anames = coco.names" yolov4-tiny.cfg
wget --output-document=yolov4-tiny.weights https://github.com/AlexeyAB/darknet/releases/download/yolov4/yolov4-tiny.weights