From 0715d3db91a260da6a37499b8d911b736d3486ca Mon Sep 17 00:00:00 2001 From: Ming-Yang Liu Date: Fri, 29 Dec 2017 17:22:23 +0800 Subject: [PATCH] Add video --- README.md | 42 +++++- YOLO/Customize Model/car.conv.14 | Bin 0 -> 8462224 bytes YOLO/Customize Model/yolo-voc-custom.cfg | 163 +++++++++++++++++++++++ 3 files changed, 202 insertions(+), 3 deletions(-) create mode 100644 YOLO/Customize Model/car.conv.14 create mode 100644 YOLO/Customize Model/yolo-voc-custom.cfg diff --git a/README.md b/README.md index b695082..29de3ac 100644 --- a/README.md +++ b/README.md @@ -8,11 +8,37 @@ 3. [SSD](https://github.com/eric612/MobileNet-SSD-windows) -### YoloV2 Model download -download [here](https://drive.google.com/open?id=1pfGqD00STsauvBAnj6UyzNlgSJugm89q) -### YoloV2 Result +### Customize YOLOv2 + +1. Better performance on small vehicle detection , but will add false object more +2. light weight (30M , 27% size of full yolov2) +3. 1.5x faster of full yolov2 (CPU forward) +4. Only has conv,max pooling and region loss layer + +#### Result + +[![1](https://img.youtube.com/vi/9pS3Ov_b-Qg/0.jpg)](https://www.youtube.com/watch?v=9pS3Ov_b-Qg) + +[![1](https://img.youtube.com/vi/EU51rO3M6yo/0.jpg)](https://www.youtube.com/watch?v=EU51rO3M6yo) + +#### Training + +weights download [here](https://drive.google.com/open?id=1Ul8yRlvzcr8nsn5yfm9G_pdxqHVYsryY) + +train command +``` +darknet detector train data/voc.data yolo-voc-custom.cfg car.conv.14 +``` + +### Original YOLOv2 + +#### Model download + +weights download [here](https://drive.google.com/open?id=1pfGqD00STsauvBAnj6UyzNlgSJugm89q) + +#### Result [![1](https://img.youtube.com/vi/kuKnOTDIbq4/0.jpg)](https://www.youtube.com/watch?v=kuKnOTDIbq4) @@ -32,6 +58,16 @@ download [here](https://drive.google.com/open?id=1pfGqD00STsauvBAnj6UyzNlgSJugm8 ### FasterRCNN Result +####VGG19 + +[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/NhID_pNwgac/0.jpg)](https://www.youtube.com/watch?v=NhID_pNwgac) + +[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/AjnaTelt0KM/0.jpg)](https://www.youtube.com/watch?v=AjnaTelt0KM) + +[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/vxk77dicGAQ/0.jpg)](https://www.youtube.com/watch?v=vxk77dicGAQ) + +####VGG16 + [![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/xjIB9t1tLOg/0.jpg)](https://www.youtube.com/watch?v=xjIB9t1tLOg) ### SSD Model diff --git a/YOLO/Customize Model/car.conv.14 b/YOLO/Customize Model/car.conv.14 new file mode 100644 index 0000000000000000000000000000000000000000..f65907974c23da46ae8786cd2e956274ee4a460c GIT binary patch literal 8462224 zcmXt)~i%6CfQiy~UG3P$dC`pNg_C%yjrP8M5r|d%6muNwvLQ#n4ob%8k zB~q!hktl6wQz7d0&pX#O|Ic-1uDQR<=N1za6B8f4|9|bj@T=--_^Ya<5;wjnTh6w^ zV2IaTIG?v5PpdnHi>fCqNw3N~re3XG%U2J!KB%7keDd|SUfF6N$EAG6suzNi_0hb4 zm@6+(cqh1fcYO868WVmDo6URV9IK9;>tfsPSX4FNFpp0XeynQVxu|;ET!ZS5hp!7# zE&f#B+@Oy+?Hqneor>+7kf;0(RbQ$%aGF0K*UUQ=6xzCy-~5dc9Rh7FU0(8UE&sA{ ztL@8*M%(j6;c8BiFm|&2PfG+yq&}E9IT`&`Ty8q%P>}1mP9jy$FXlqwv)yI zJ5hj|8#}*K17Clph_jza2s&0{!Ra|GM4#hF2^w8jGK;TAsOX3ne*R1aCQk5T%N9Jx zC+)?^`Ry1x+8h_O{Z66CtY-%GXUsA$-osvnxh}MTGK$E}?j3%vywX!GR_yZd#cD;;$mE@p!t8YkGqy>>}@v!i>KbLm?vW@ue zeQ@xBf?&+vw=iK;0FxBXN88t7yy=mmsIK%fdNY;c6D1>9fMy?9KKsVuEFJuh2h{x}uOyil49c z$7K%VMN%$@$Rbr0GNe*pne;D=IJ+MeN*0B4zM(vszPZqPenQAjpgg^{V#RLOOf2>5nr+xc zcQ`AGg6)+=It6Fxnu$|Tl~5S!Q=Fok{w=~ zM=4j_4Mu;ua*qNPS45`Q{QG-2xpW)>oik7hXtsuHpU?c3K1X1YIR7Cx6nZFl#H z<|n(0#y=gdI6{n)T#f#L;iJvMXoavv02wL1#uHemg$_w!S=q7Zl!M`F}33Bg-2g zu+@vz>Rn}fhD_;!{(A7B9874*LVcqPm`_wV(+HSA@9B(W<8~}%JD*0=@@Y?Lm)?E4 zutbpscBfJw^J`!-@eFMjJ*4+iUL(W6Zkl1zLdVpV(!ht7?3BZMbk)Qj#220+TKPwy zJk$!tpkS`(?s)9o`T>lJO29wrIeqcwGmMUwfLDcPOyPGA>i7IX)?4jk_q8XoJr&AK zY*H4zTp@>3@2sK*)DS;OjAetSdU)LEBpl;E4@RNcQGPJ#=2}$Yv4T4${zzz-E=_U$J9xBCjefBH38%iO!IjJ_;Ic>^ zyFNLJl(s74<(=<{tGfY?ewl^t+|t4;cBw)Y-v^Blat%O&x+nxfZ%)n-I?0nUgS;0Z3Gh0DUuK_Nn6rx)O4i z1_m1vB%bSc8|TZ)W658cl-#-i z&Z$xKd+}79R(BG6N-f7N>hU;9uO6RtEXH=TIh+aX+i>o%?V6ooBcjKO~wjAHX^_G5=x&iL%ALu_^JE2`h2z|vCh z(ZA1@;FN_N-W)cIov0GSB7Y-n7Anm))#OpZ>S*GsS$>*9f}w6GRdgBiP*1 zIKlA-d69CvqUg-!MS|4AWRc~72q!fr3MT8`78xqdU~H^Na5#+e-rguka}Odfa}h7ni>Hinq8_;@%VO*fpUPYsaNwIp=)5`OzP^ z|J@i;v*g*2Ye(_iXX@B}h8R5_69(I(7D4Zu4BD5jj<;>UgM(Bw@wu|Y_<&0v_WJ%3 z%Vi0{eq9#!8??l~UlcNP+g5h>>ksCjBrD24=PcT~NK$k&iZG9SRncd`EB5&GMO>}< z7Q@aMY<@Z)k1I{XvRj+5&X+{obteP2El9;r+SiJH4>>cHu_N*Mj#+5d^IL*EW(mvU z9q`Y^8|cDZd(m&RGSRaTQ}*`WTs#!{3+iu<;h!vi4%j#t9~pI&-k6soirJtn

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