新型配電網(wǎng)生產(chǎn)作業(yè)安全數(shù)字化防控技術(shù)及智能裝備（2023.11）

WesternForumonGreenDevelopment?DisfributionNe

twsrk504?30?

?

?g,à3??’’’.!)*’).39:

4038?;'38’’

’’.;.',’.’3

'323WesternForumonGreenDevelopment?DisfributionNe

twsrk6784.2885.0582.9985.0585.0583.0983.8182.9184.1783.6383.2684.5283.6884.8084.52(a)@@?g???e?76.1782.2183.5682.2180.5485.3786.5988.4188.4187.8090.5490.0391.0590.0390.2891.6790.0090.0090.0086.6784.9186.0386.0986.3885.50NJ(b)YOLOv4@,g§??,ja:Z%?@ü?ê?i?a'Di?:Zaü%e?9?@

K%31%?%Ba'D%a—é?l?- ? a???e?-???K

%Tgl?ù,%?317%??ê?%?fiBafiia?Fa7RfiaèBie%?a,ü%??9?:?%K

ag3"sst,

%Isa

(a*:J

A(and.3

.WesternForumonGreenDevelopmentofDisfribution

Network(a)

Rg?

e(a(c)Faster

RCNN@i?3j

@(b)YOLOv4@i?3§

@(a)

Rg%

e(a(c)Faster

RCNN@i?3j

@—1?x*-*gü\?üii@?831tL 3?@Xf4@AX?üii?€31tL(b)YOLOv4@i,

§

@WesternForumonGreenDevelopmentoTDisfribution

NetworkAkm+°J@2:@MErG?rw?k?BzR(A)rrRf°JV(b)iZ%1?fi9

l?Bf?2023WesternForumonGreenDevelopment?DisfributionNe

twsrk&B1:t?&Ut?€9????fù&B2:@????ò%??3B

&3:???iü

i?B?= . “

?'

\WesternForumonGreenDevelopment?DisfributionNe

twsrkMobileNetV3

@

!g

g

??Z?gg??

t?WesternForumonGreenDevelopmentofDisfributionNet

work8?t8 it’vmax—

run

.r

—

mm *

255q*(max—

min 255am?tBf’F?Tít?ìRZRì?

B#n7:p max—

min255' +

minWesternForumonGreenDevelopment?DisfributionNe

twsrkunz?MpBInaFPS

à%YOLOv4-tiny22.5

158.

15ShuffieNet-SSD2

I.422.261.22MobileNetV3-SSD26l

9.261.89DRFML-MSE32.437.878.02DRFML-MC25.421078.96ShuffleNetV28.7763.2il.14673.72SqueezeNetl4.7026.30.35171.61MobileNetV320.6021.60.43880.29POSU-MC13.9131.10.30485.172023i??ü4ì)ü//)?((§??1ZGCN-MC26.5616.571.50STGCN-MC30.2514

874.14DVIM-MSE31.5414.376.69DVIM-MC32.4813.978.55

??

?

'] t

MB) @@@ü? I*

tMB)R@@J8

(PPSJíT@?4H

tGFlops)A

t%)90858070656055504540mobileNet-SSDWesternForumonGreenDevelopment?DisfributionNe

twsrkWesternForumonGreenDevelopment?Dfsfribution

Netwsrk?WesternForumo