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Need modification of people counter python code (YOLO3) for GPU using.

I have the workable python code with YOLO3, which is using CPU. I need to modify this code in order to get increasing of processing speed in 30 times at least by mean of GPU using.

I have the server machine with the following hardware: CPU - Ryzen 1700x, GPU – GTX 1060 6Gb, RAM 8 Gb.

I have the following installed software: Ubuntu 18.04.03 LTS (linux version 5.0.0-37); Python 3.6.9; CUDA 10.2.1; OpenCV 4.1.2 (compiling for CUDA using); GCC 8.3.0.

Current speed of video file processing is 24.266 s., input video file - *.h264 (size 2.5 Mb), input Width*Height – 416*416; skip_frames = 1.

Beceriler: Image Processing, CUDA, OpenCV, Python, Ubuntu

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İşveren Hakkında:
( 5 değerlendirme ) Mariupol, Ukraine

Proje NO: #22700648

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muzammil360

Hi. It seems that you are interested in running your current code on GPU. I have experience working with Yolo in the past. I have developed multiple ML applications using Yolo. If your yolo implement is based on po Daha Fazla

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schoudhary1553

Hello Sir, I am expert who understands the value of time. I pride myself in my attention to detail. I am very hard working and aim to deliver in less time than quoted. I want to make you, my employer happy without cha Daha Fazla

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dinhfreedom

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in this field. I'm really confident about your project, and very eager to join your project. If we have a chance to coope Daha Fazla

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Seeniea

Hello Sir. understand your job detail. it seems your server have AMD cpu. and I will make your code faster 100 times than old one. Let's discuss Thanks Regards

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silicolabs

We are expert developers who have experience on many python projects work. Lets connect to discuss more about the project in the chat. https://www.freelancer.in/projects/software-architecture/Project-for-Zahid-219778 Daha Fazla

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AntonIvanov0127

I am a Machine learning expert. I have rich experience that have ever been developed many Machine learning projects Language : ----- C++, C#, Python, Qt, Matlab, Java----- Skill : Machine learning, Deep learnin Daha Fazla

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hsh564cf84accd96

I am writing this proposal in order to work for you in Software and Web Development. We are highly trained professional developers seeking to freelance and earn online. Having a flair in programming and development I Daha Fazla

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Intel1994

Hello,sir.I read your project description. I can perfectly complete your project in a short time. I am strong in Math and Algorithms and Machine learning.I am a ACM competitor.I am prophicient in Matlab and R programmi Daha Fazla

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aanchal1995

Hi. there I’m grateful that you spared a part of your precious time for having a look at my proposal. I am a Fullstack Python Developer expertise in all the technologies required for your project. Being a remote free Daha Fazla

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akiramatsui0305

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alexbes00

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ajayvfreelancer

Hi, I have about seven years of working experience in C and CUDA. I have ported several applications to GPUs. I am also familiar with PyCUDA. Currently, I have two GPU cards, Tesla and Pascal-100. I will be able to c Daha Fazla

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