Vehicle Detection and Tracking
$30-250 USD
Paid on delivery
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.
Project ID: #26550595
About the project
35 freelancers are bidding on average $216 for this job
Hi there,I'm biddin on your project "Vehicle Detection and Tracking" I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message o More
I CAN COMPLETE YOUR PROJECT EASILY Hello, I am programmer with enough experiences on C/C++ for 13 years. C/C++ is nice programming language and I am majoring on it for long years so I have confident to complete your pr More
I have already made vehicle detection using tensorflow and have used various models according to the need i.e. speed/accuracy. I have even made custom object detection projects. I have 4+ years of expertise in developi More
NLP is my main skill and I have full experience. I am a expert in Opencv and Darknet. Please contact me.
hello sir, i am highly interested in your project. i have gone through your requirements and i believe i can be a valuable asset for your project. i am an expert in deep learning and computer vision in python. previou More
I have high specialization and experience in the Development of Desktop, Web and Mobile Applications. Programming languages: C, C++, C#, Python, GO, Matlab, Java, VB, kotlin, JavaScript. Web Framework: Django, CodeIg More
I am very experienced in the field of Machine Learning and Deep Learning for Computer Vision and I am sure I can do the above said task with ease well within the mentioned time frame. I have relevant experience working More
I have experience with object detection models I worked with yolov3 and trained it on custom classes I also worked on DeepSort repository
hello dear, nice project. I can work on it with my expertise in Python. I will update daily basis so it will be tracked as per your requirement. thanks
Hello. My name is Paulo A. S. Mendes. I am a Master Electrical and Computer Engineer. I have already published scientific papers in the area of Computer vision for people and faces detection and also motion estimation More
Dear Client Warm Greetings, I have been Python Developer for 3+ years and have experience of Building Management, Distributed, Database Applications. with Machine Learning, Ensemble Learning, Deep Learning implementat More
Hi there, I saw you need someone who can help you build on-road vehicle detection and tracking system. FOr this project, we will be using yolov3 deep learning architecture as it has state of the art results and ca More
I'm a python developer and have a good experience in this field. I have gone through your requirements and I think can able to do this task. So please ping me for further discussion.
i will design a Real-time multiple vehicle detection and tracking machine using CNN for you Text me for more details.
