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Raspberry Pi/OpenCV/Yolo/Python specialist

$8-15 USD / hour

Closed
Posted over 5 years ago

$8-15 USD / hour

We are searching for a motion detection/machine learning specialist who can help us to get a visitor tracker solution working on a Raspberry Pi 3 B+. We hired a developer who tried to get such solution working, but after waiting for a long time, we still haven’t received a solution that works. We need to have a solution that has an accuracy rate of 99% or higher. The current solution is made with mobilenet_ssd (caffemodel), pyimagesearch, python and Yolo. We received information that the solution can not work on the Raspberry Pi 3 B+ because the Pi memory can’t process the recorded video fast enough and therefore object recognition is not working. For this solution, we do not need real-time processing as it is a visitors tracker. So if there is a short delay or time buffer to give the software time to calculate and process recordings, then that’s of course not an issue. As machine learning never can be 100% accurate, we want to have an additional method to double check recordings so that when Yolo, for example, has missed a person that with background subtraction method we still can register a visitor or trigger a double check by Yolo. The scope of this project is to check the solution we have now and to advise us if we need to proceed, redevelop the solution or that the solution can be altered. That is the first project. A second project is to help getting a solution working. More information will be given in a PM
Project ID: 18188926

About the project

15 proposals
Remote project
Active 5 yrs ago

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15 freelancers are bidding on average $15 USD/hour for this job
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Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards
$16 USD in 30 days
4.9 (51 reviews)
5.9
5.9
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Hi, I have experience with yolo. I have developed systems using arduino, STM32, PIC and raspberry pi. I have created a number plate recognition system, driver fatigue detection system and video surveillance system using raspberry pi and pi cam. I have a lot of experience in Computer Vision applications / image and video processing in mobile and windows applications. My Team experience includes: -Port Based container Damage detection Software: detecting damaged container and keeping record and report of containers movement, -Driver fatigue detection using raspberry pi which in a matter of milli seconds determines if the driver is sleeping or not and alarm accordingly using OpenCV, -Vehicle counting in the particular category they belong to on a high speed road, -Number plate recognition using OCR algorithm of openCV, -Face detection and recognition for attendance system of a school and patient management system of a medical system. -Body measurement and detection of changes in body -3D reconstruction from 2D multifocus images In short We have all the experience needed to complete the project with maximum accuracy. I will be waiting for your kind response. Regards
$15 USD in 40 days
4.8 (11 reviews)
6.2
6.2
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Dear sir I have many experience in yolo and caffe. i have also experience for rasberrypy You can check my skills by reviews. i hope to work with you for long term. Thanks.
$33 USD in 40 days
5.0 (5 reviews)
5.4
5.4
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Hi, there! I am interested in your project. I have extensive experience in image processing and computer vision such as object detection, image recognition, pattern matching, image classification, real time object tracking and counting, ALPR and OCR using Python, OpenCV, CNN and Tensorflow Faster R-CNN, Mask R-CNN, YOLO, SSD Inception and SSD Mobilenet. As a developer with rich experience, I am confident about your project. I will provide perfect results in a short time. If you want to work with me, please feel free to contact me. Thanks.
$15 USD in 40 days
5.0 (16 reviews)
5.4
5.4
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Hi Have you checked google aiy vision kit. That comes with raspberry pi with vision bonut You can make use of that , there we can run different models using tensorflow. I do have experience of applying Inception, DenseNet, ResNet on different data sets. I have been working on Machine Learning algorithms like Regression, SVM, Decsion Trees and Deep Learning RNN, CNN and GANs Lets discuss
$15 USD in 40 days
5.0 (1 review)
2.6
2.6
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Hello, I'm Jon, I can provide you perfect work as you looking for . we can discuss more in chat . I will be waiting for your response . I have very great experience about your project , if you want discuss more please send me a text Thank you
$12 USD in 40 days
0.0 (0 reviews)
0.0
0.0
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I have detailed experience with the limitations of OpenCV for real time on constrained systems. My previous projects have been with Nvidia Jetson platform for line recognition. Relevant Skills and Experience The first step to do is measure the the relative speed of performance at each step of the pipeline to figure out the bottle neck. Next measure the hardware performance and determine max performance.
$16 USD in 40 days
0.0 (0 reviews)
0.0
0.0
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I'm an expert in Machine Learning and Deep Learning, especially with Object Detection on Images. I have previously made smart traffic monitoring solutions which counted and classified vehicles moving in a road working in real time on an Odroid XU4 board. As you can see I have direct experience on similar lines of what your project is. Though my profile on Freelancer is new, I have 3+ years of experience in this field, and I'm motivated to build a good profile here.
$12 USD in 20 days
0.0 (0 reviews)
0.0
0.0
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Hi , I have never worked on Machine learning, but I am willing to learn if you provide me an opportunity. I have worked with cameras, getting faster frames, (fps) over a wired network, decent over wireless network. earlier I have worked on a real-time facial motion capture sending frames and processing it.
$10 USD in 40 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of NETHERLANDS
Utrecht, Netherlands
4.9
29
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Member since Aug 20, 2009

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