Require a experienced python developer who can optimise our current yolo based AI server to handle more than 20 rtsp feed

Completed Posted 3 months ago Paid on delivery
Completed Paid on delivery

I am looking for an experienced Python developer who can optimize our current YOLO-based AI server to handle more than 20 RTSP feeds.

Requirements:

- Strong experience in Python development

- Expertise in optimizing server performance

- Familiarity with YOLO (You Only Look Once) algorithm

- Ability to handle and process real-time streaming protocol (RTSP) feeds

Project Details:

Our current AI server is capable of handling 5-10 RTSP feeds but crashes when handling more than that. We need to optimize the server to handle 20-30 feeds without any performance issues. The developer should be able to identify the cause of the crashes and implement necessary optimizations to ensure smooth processing of multiple feeds. Currently our CPU usage is getting maxed out when handling more than 10 feeds

Skills and Experience:

- Proficient in Python programming

- Experience with AI and computer vision algorithms

- Strong understanding of server optimization techniques

- Familiarity with YOLO algorithm and object detection

- Prior experience in handling real-time streaming protocols

If you have the necessary skills and experience, please bid on this project.

Python Linux Software Architecture Machine Learning (ML) OpenCV

Project ID: #37494886

About the project

9 proposals Remote project Active 3 mos ago

Awarded to:

zenixls2jp

Just want to confirm if the following methods have been tried: 1. Drop input frame rates 2. Compress the frames passed in to a smaller size 3. Memory enough? If using cuda, try to calculate the memory usage in video c More

$140 USD in 7 days
(2 Reviews)
3.7

9 freelancers are bidding on average $206 for this job

leonelerg94

Hi, I am Leonel. As a expertized AI/ML engineer with over 5 years experience, I can increase your Yolo script's frame processing speed. My main area in AI/ML is image processing and releated technologies so I am sure I More

$150 USD in 7 days
(5 Reviews)
3.9
chatgptsuperpow8

I am confident that I can provide the necessary skills and experience to help you optimize your current AI server to handle more than 20 RTSP feeds without any performance issues. With my 10+ years of experience as a f More

$300 USD in 1 day
(2 Reviews)
3.0
linuxholic

Hi, I'm super with Python and Linux[Ubuntu], working with DevOps since 3 years. please share the credentials or add my ssh key to see crash logs, so that I can find a beter optimistic solution. Let's chat to proceed More

$150 USD in 5 days
(1 Review)
2.1
rajeevnewnetlink

I understand that you are looking for an experienced Python developer who can optimize your current YOLO-based AI server to handle more than 20 RTSP feeds. If you hire me, I guarantee that your server will not experien More

$250 USD in 7 days
(5 Reviews)
2.2
ayeshajumppace

I understand you are looking for an experienced Python developer who can optimize your current YOLO-based AI server to handle more than 20 RTSP feeds. With my expertise in Python development and server optimization tec More

$110 USD in 1 day
(0 Reviews)
0.0
scriptalldna

Hi, I am writing to express my interest in the Python developer position to optimize your YOLO-based AI server for handling more than 20 RTSP feeds. I bring a strong background in Python development, extensive experie More

$140 USD in 7 days
(0 Reviews)
0.0
sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav More

$500 USD in 7 days
(44 Reviews)
0.0