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YOLO in ARM speed optimization scheme

Time:11-30

Recently the YOLO algorithm to use the ARM on the run, does not require real-time, but at least can hope to detect time within 1 s, I will be the original YOLO on ARM to run more than 42 s, beg god give directions! If the yolo on caffe on a move to the ARM will be faster?

CodePudding user response:

Their top, ha, ha, ha

CodePudding user response:

YOLO not several versions of the model is the smallest Tiny YOLO also want 2 s? https://pjreddie.com/darknet/yolo/

CodePudding user response:

If you have any GPU is running under the PC 2 s, but I want to run into the ARM, it is good to slow

CodePudding user response:

Ported to arm have what resources? I want to try to transplant, too

CodePudding user response:

ARM is generally consider Neon instruction optimization? But then again, now tencent and baidu isn't already open source framework on the arm, his transplant PC code, a lot of work

CodePudding user response:

Neural network model to the mobile phone is now in the job, I suggest you try the model pruning, quantification of these two methods, of course, can have certain influence on the accuracy, the need to balance the two aspects,

CodePudding user response:

reference 4 floor GuoziZzz response:
ported to arm have what resources, I also want to try to transplant the
ask god

CodePudding user response:

refer to 6th floor kaierlong response:
neural network model to the mobile phone is now in the job, I suggest you try the model pruning, quantification of these two methods, of course, can have certain influence on the accuracy, the need to balance the two aspects,
can know it?

CodePudding user response:

The original poster hello, see you successfully transplanted yolo to arm, really hard, at present, I have some problems in this respect, hope can communicate with you, my QQ: 573948654

CodePudding user response:


3559 transplant yolov3

https://blog.csdn.net/yunge812/article/details/103938693

Haisi transplantation can take a look at this tutorial

Video tutorial https://edu.csdn.net/course/detail/27680/373638

CodePudding user response:

42 s I go, this is what cell phone?
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