TL Detector

Korean-Traffic-Light-Detection-by-using-Darknet-Frame-Work

Traffic Light Dataset in South Korea (TL-Seoul) by ACE Lab

Download link https://en.acelab.org/traffic-light-dataset

For detail information of intalling Darknet Framework please look out the video

https://www.youtube.com/watch?v=TP67icLSt1Y&t=969s

Command for Finding anchors

darknet.exe detector calc_anchors data/obj.data -num_of_clusters 9 -width 960 -height 960

Command to train

darknet.exe detector train data/obj.data yolov3-tiny-modified.cfg yolov3-tiny.conv.15

Download Pretarin models

(obj.data) https://drive.google.com/file/d/14cHOVK6A_wPKcv1nE3kNtFScFBkqAChB/view?usp=sharing, (yolov3-tiny-modified.cfg) https://drive.google.com/file/d/1Qx7d2-7MPA5DCY_7JR9uFbx0gJ3gFInr/view?usp=sharing, (yolov3-tiny-modified_4000.weights) https://drive.google.com/file/d/1VRFr6cgCVXKOWaIoym1AtoDy2VExHSF3/view?usp=sharing

Detection command in image

darknet.exe detector test data/obj.data yolov3-tiny-modified.cfg backup/yolov3-tiny-modified_152000.weights -thresh 0.1 -ext_output data/24.jpg

Detection comand in video

darknet_no_gpu.exe detector demo data/obj.data yolov3-tiny-modified.cfg backup/yolov3-tiny-modified_4000.weights -thresh 0.1 DrivinginKorea.mp4 -out_filename DrivinginKorea.avi

Out Put & rsults