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Vehicle Detection and Tracking -- 3

The project involves Detection and Tracking of on road vehicles with following details:

a. The input data comes from a video camera of 2MP and at a rate of 30fps.

b. Use Artificial Intelligence techniques such as Deep Learning (CNN, etc) to detect vehicle

c. Use online datasets for training and validation

d. The delay between an object seen by the camera and the output by the software should not be more than 500 milliseconds

e. Accuracy of vehicle detection expected to be +/- 2 cm

f. Training & Validation accuracy to be above 98%

g. Training will need GPU and might be tested on a cloud based framework such as AWS or even intel but application should be able to run on a Macbook machine (i7 Core, 2.2 GHz, 16 GB RAM)

h. It is desirable to deploy the application on a real time embedded platform

Deliverables:

a. Software code including training and application both

b. Hardware and software specifications

c. Sources of datasets used for training and validation

More details can be clarified and discussed after acceptance of the project.

Taidot: Python, Algoritmi, Machine Learning (ML), C++ -ohjelmointi, Deep Learning

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Tietoa työnantajasta:
( 1 arvostelu ) Troy, United States

Projektin tunnus: #26866739

24 freelanceria on tarjonnut keskimäärin $368 tähän työhön

(14 arvostelua)
5.7
stasdanichiev

@@@@ML&DL&Computer Vision Expert@@@@ Thanks for your posting! I am a computer vision and machine learning expert with full experiences in tensorflow, darknet, keras, pytorch, opencv and open vino, android, iOS, C#, C++ Lisää

$500 USD 3 päivässä
(12 arvostelua)
5.2
lesjakondreva

Hi there! I am Lesia I am very interested in your job because I have sufficient experience in recognition and object detection using Deep Learning and AI models. I have a good experience in Python/C++, Pytorch, Keras, Lisää

$800 USD 8 päivässä
(8 arvostelua)
4.6
hirakchhatbar

With hands-on experience in Machine Learning, we can solve complex business problems with our expertise in Model building, training, optimization and validation using frameworks like TensorFlow, SparkML, OpenCV and lan Lisää

$250 USD 30 päivässä
(6 arvostelua)
4.3
rochaksharma7

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Python, Machine Learning Programming, NLP, AI. I'm really confident about your project, and very eager to join your p Lisää

$50 USD 7 päivässä
(20 arvostelua)
4.0
ramdanilaksono02

Hi. I am a machine vision developer. I have been developed a lot of projects relate of the object detection and tracking. I am very familiar in Tensorflow, Python, CNN, DNN, Yolo, Opencv. I can finish your task. Pleas Lisää

$350 USD 7 päivässä
(12 arvostelua)
4.9
(15 arvostelua)
4.3
Shafaq32

Hello, Your project caught my attention.I am a tech-enthusiast who has been working on embedded computer vision for over 5 years now. I have extensive experience in developing deep learning based frameworks for object Lisää

$1000 USD 15 päivässä
(1 arvostelu)
3.2
Ajithkpm

Hi, I am an R&D Engineer in AI & CV. Currently i am working in CNN based models like YOLO v3 &v4, SSD for object detection and face recognition. I have expertise in tensorflow, keras, MXnet, Darknet, pytorch Onnx. Lisää

$167 USD 10 päivässä
(2 arvostelua)
2.8
ledphong

Hi, there I read your project description and I'm really interested in your project, because I've good knowledge and practical experience in these fields. If we have a chance to cooperate, I'll do my best to provide wo Lisää

$200 USD 7 päivässä
(4 arvostelua)
2.7
guptaarchit

Hello Sir, I am Archit, a certified programmer. I read your proposal & understand your requirement. I have worked on a similar project. I have enough experience to complete this task. I am expert in Image processing w Lisää

$30 USD 7 päivässä
(2 arvostelua)
2.5
mobiusteknologi

I saw your description carefully and i 'm very interesting your project. I have rich experience, so i can do your project perfectly. When you have enough time to discuss about your project with me, please contact me. Lisää

$140 USD 7 päivässä
(1 arvostelu)
2.5
shritechitsolut2

I own and manage an IT company and have an in-house team of web designers and developers. I assign projects to my team while I am personally coordinate and communicate. I take up sole responsibility for all deliverable Lisää

$100 USD 7 päivässä
(1 arvostelu)
1.2
mitbpatel128

I have prepared object detection model and using kalman filter I can track other vehicle. Relevant Skills and Experience I have completed detection part in my final year exam.

$156 USD 3 päivässä
(0 arvostelua)
0.0
akisB

hello sir i hope you're fine my name is issam im a master data scientist and big data engineer I have been working on similar projects for a long time especially computer vision project and object detection ... if you Lisää

$222 USD 3 päivässä
(0 arvostelua)
0.0
easyAI

I have a similar application ready capable of running on embedded system with 100ms latency, This is tested on 2mp camera. It does almost every thing you have asked for except for running on Mac. We will be able to por Lisää

$3000 USD 7 päivässä
(0 arvostelua)
0.0
ckarthys25

Already we are working on vehicle endurance monitoring as well , its a single small kit with software to monitor the vehicle . I can provide you the Kit details with supplier name you can reach him to complete this pro Lisää

$30 USD 1 päivässä
(0 arvostelua)
0.0
SRAV20177

Hi I've worked on object detection models and various face recognition models and had experience in all deep learning and machine learning frameworks. Some of the projects are listed below: 1. social distancing using y Lisää

$278 USD 2 päivässä
(0 arvostelua)
0.0
jabahat

ready made software cost more than 2000$ per camera + hw requirements some like Nvidia Tesla... not even close to embedded hw... what you trying to make? (do you have some free millions to invest in artificial intellec Lisää

$40 USD 1000 päivässä
(0 arvostelua)
1.6
rachiteagles

i have worked on similar project that required counting vehicles in from a video camera. I have also implemented the same in gta v game and have generated great results. please contact me in my private chat so that we Lisää

$56 USD 7 päivässä
(0 arvostelua)
0.0