Vehicle Counting System for Multiple Cameras on Jetson Nano.

$30-250 USD

Closed

Posted

13 days ago

$30-250 USD

Paid on delivery

Objective: Develop a robust vehicle counting application optimized for the NVIDIA Jetson Nano. The application should accurately count cars passing through multiple cameras using RTSP live streams. Key Requirements: Modular Design: The software should have a configurable region of interest (ROI). This will allow customization of the tracking area for different camera setups. The system should support settings for either two-way or single direction vehicle detection, selectable per camera. Multi-Camera Support: The application must handle live feeds from at least three cameras simultaneously without frame skipping. Ensure seamless capturing, detecting, and tracking across all cameras, maintaining high accuracy and performance. Error Handling: Implement robust error handling to ensure the application runs continuously without crashes. Auto-recovery features should be included to handle and log stream interruptions or other common errors. RTSP Streaming Compatibility: Must support RTSP for fetching live video feeds directly from IP cameras. Compatibility with different camera manufacturers and models should be considered. Performance Requirements: The system should be optimized for low latency and high throughput on the Jetson Nano platform. Efficient use of the hardware’s capabilities to prevent lag and ensure real-time processing. Deliverables: Fully functional vehicle counting software that meets the above specifications. Source code with detailed comments and documentation. A user guide describing how to set up and configure the application for different environments and cameras.

Python

YOLO

Project ID: 38010993

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21 proposals

Remote project

Active 7 days ago

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21 freelancers are bidding on average $143 USD for this job

@gm341473

As a seasoned Python developer with a focus on AI and ML, I am uniquely qualified for this vehicle counting project. My proven skills in designing and implementing complex, real-time systems perfectly complement the task at hand. I have a stellar appreciation for modular designs and understand the importance of configurable ROIs with multi-camera setups; rest assured that your project will easily adapt to any environment. Over the years, I've successfully handled RTSP streaming compatibility across various camera manufacturers and models. As a result, my developed applications have always maintained high accuracy and performance even while handling multiple live feeds. My expertise in low-latency and high-throughput optimization on NVIDIA Jetson Nano will ensure smooth counting without imposing any lag on your system. What truly distinguishes me from my peers is my commitment to seamless error handling. My implementations consistently include robust error management that ensures uninterrupted operation - even when faced with stream interruptions or other common errors. Further, I pride myself on delivering comprehensive project documentation that makes it easy for clients to understand code structure and perform future maintenance. Choose me; let's exceed your expectations together!

$140 USD in 3 days

5.0

(18 reviews)

5.1

@Muhammadzeesha59

Hello Sir/MAM I am a skilled full stack developer. Having rich experience in Java , C++ , C , C# , Python , Eclipse , Sql , Mysql , .Net ,Oracle , Object Oriented Programming , Data Structure , Algorithms . I have a perfect grip on “Artificial Intelligence” “Automation” , and work in “Machine Learning” Deep Learning ”. My track record as demonstrated in my 100% job completion and 5-star review rating showcases My ability to deliver exceptional results on time and with utmost quality I believe that my skill set makes me the ideal candidate for this project Please come on chat we will discuss more about this I will be waiting for your reply . Thanks and Best Regards

$140 USD in 3 days

5.0

(9 reviews)

4.1

@ajeshjanardanan

Hi Tinesh V., How are you doing? As a professional developer with expertise in Python and YOLO, I eagerly anticipate the opportunity to complete this project for you. Please drop me a message to discuss the project detail. Thank you for considering my services.

$50 USD in 4 days

5.0

(2 reviews)

3.8

@hotantai0902

## EXPERT ##(Real-time Object Detection Tracking and Counting) DEAR CLIENT, I’ve completed the exact same projects before successfully. I can upload my previous works. Before, using python and YOLOv8, I completed @@Car Detection Tracking and Bidirectional Counting@@ project. Awarding me will be the fastest way to complete your task with the best rates possible. THANK YOU.

$140 USD in 3 days

4.8

(4 reviews)

3.8

@prsergio

Having garnered an impressive 15+ year career in the data science and image processing field, I am certain that my skillset is perfectly aligned with your vehicle counting system project. I am highly experienced in Computer Vision, specifically with regards to motion detection and OCR - both of which will be critical for this project. My comprehensive understanding of Jetson Nano, paired with proven expertise in using Python for efficient and scalable projects makes me confident that I can design a robust and highly performant system for you. Through this, I guarantee low latency, high throughput, seamless capturing, detecting, and tracking across all cameras without frame skipping. Moreover, my ability to foresee potential hurdles ensures that error handling and auto-recovery features will also be taken care of smoothly. I aim for nothing short of perfection in my deliveries; not only will you receive a fully-functional vehicle counting software but also its intellectual companion - source code accompanied by detailed comments and well-structured documentation. Additionally, as part of my promise to deliver value, I will equip you with a user guide for easy setup and configuration of the application under multiple environments with different camera models. It would be a true honor to work on this exciting project dedicated to enhancing efficiency through technology!

$50 USD in 3 days

5.0

(3 reviews)

3.3

@quan9824

EXPERT in(Image processing and Object Detection, Python) Hi, how are you? I checked your detail carefully. I’ve completed the image processing projects before successfully. Before, using python and YOLOv8, I completed @@Car Detection Tracking and Bidirectional Counting@@ project. Awarding me will be the fastest way to complete your task with the best rates possible. THANK YOU.

$100 USD in 3 days

5.0

(2 reviews)

2.7

@arbakai

Hi. I am an AI and computer vision expert: The best object detection model is yolov8 or v9. I have already done such object detection and segmentation projects. I will first implement vehicle detection project on one camera. After testing on video clip, and deploy it and test on one camera. Good algorithm should be used for high accuracy, low latency, and so on. And then, I will implement the engine on multicamera system. It will show live stream from 3 cameras and show detected vehicles in 2 ways using 2 colors. I have strong background in image processing, computer vision, and mathematics. I will give you good result in a short time. Thank you.

$250 USD in 5 days

5.0

(1 review)

1.4

@DataScienceCon

Hello, I'm interested to develop this system in python and yelo libraries, would you will purchase NVIDIA Jetson Nano cad for us? look forward to connecting with you in chat to share our development process. Regards, Sandeep

$240 USD in 12 days

5.0

(1 review)

0.4

@yulia126

Hello! After reading your project description about Vehicle Counting System for Multiple Cameras on Jetson Nano. . I'm sure I can finish this to your satisfaction within the deadline. I do, however, have a few questions. Kindly drop me a note in the chat window so that we can talk about these and I can send you samples of my prior work that meets your specifications. I'm hoping to hear from you shortly. Warm regards,

$150 USD in 2 days

0.0

(0 reviews)

0.0

@pivendev

Dear Tinesh V. This project seems a very fit work for me. I had done exactly the same work a month ago. I would like to grab this opportunity and will work till you get 100% satisfied with my work. I have many years of experience on Python, YOLO Please come over chat and discuss your requirement in a detailed way. Thank You

$110 USD in 3 days

0.0

(0 reviews)

0.0

@mihkel6

Dear Client. I am very pleased to bid on your project with great confidence. I feel This project really was designed for me. Here's why First of all, this project is scalable. This means that you are great. It is my wish to work with a great CEO. Secondly, I have the perfect skill set for this project. Thirdly I can work full time and honesty and responsibility for the project are my strengths and development rules. I would like to reiterate that I am suitable for this project and would like to work with you in the long term. I would like to have a specific discussion with you through a conversation. Thank you.

$140 USD in 7 days

0.0

(1 review)

0.0

@muhammadzain59

Having worked extensively with the MERN stack and your specific requirements, I am confident that I am the right developer to create your vehicle counting system for multiple cameras on the Jetson Nano. My Python skills will be crucial in implementing a robust tracking system that is fully adaptable to different camera setups and offers both single and two-way detection abilities. My experience with MongoDB will enhance the multi-camera support, ensuring seamless capturing, detecting, and tracking across all the feeds. Meanwhile, my knowledge of RTSP compatibility guarantees smooth integration of live video feeds from various IP cameras regardless of their manufacturer or model. I will optimize the system for low latency and high throughput using my skills in React Native, a crucial factor for real-time processing. In terms of logging any interruption or errors, my capabilities in crafting innovative auto-recovery mechanisms paired with comprehensive documentation will ensure your application operates continuously without any hassle. Through diligent code management and meticulous comments, I'll provide you with source code that is easily understandable and maintainable. Finally, as a developer, my top priority is delivering a high-quality solution on time that exactly matches your specifications - which you can expect on this project too!

$140 USD in 7 days

0.0

(0 reviews)

0.0

@LuanBeats28

Dear hiring manager! How are you ? I read your job description carefully and I'm very interesting because I'm Object detection expert with OpenCV and Yolo. I've used Yolo from version3 to 8 for training, so I'm very familiar with it. I can finish your project successfully in a short time. Ready to discuss more details. Best,

$100 USD in 7 days

0.0

(0 reviews)

0.0

@aribamazharai

As an AI Engineer, I fully understand the intricacies and importance of a project like yours. I am proficient in computer vision, deep learning, and image processing using Python, TensorFlow, PyTorch, and OpenCV - all skills that perfectly align with your requirements. My experience in YOLO methodology is particularly relevant to this project as it’s highly effective for real-time object detection and tracking,image processing necessary for a robust vehicle counting system. Having worked on similar projects during my tenure at Synaptik, I have developed a strong understanding of multi-camera setups and optimizing performance for real-time processing. My extensive knowledge in stream compatibility across different camera manufacturers and models, combined with my keen eye for modularity and configurability would ensure smooth integration of the system into your existing infrastructure. Being up-to-date with cutting-edge technologies, I will maximize GPU power of your Jetson Nano platform to deliver low-latency high-throughput processing while also ensuring comprehensive error handling mechanisms are in place to minimize potential crashes and disruptions. In terms of deliverables, not only will you get a fully functional vehicle counting software with detailed documentation and commented source code; but also a user guide tailored specifically around your environment—a touch very crucial when it comes to complex systems integration like this one.

$140 USD in 7 days

0.0

(0 reviews)

0.0

@akhilkanaujiya98

Hello Sir/Ma'am, We've come across your project brief and are eager to collaborate with you to achieve your project objectives. RoundWeb Infotech is a dynamic and agile tech firm based in India. Our team is highly skilled and dedicated to delivering top-notch services. We are confident that our comprehensive range of services will effectively address your business needs and exceed your expectations. With over 10 years of successful experience, our pro-experts specialize in design, development, and various IT solutions. We ensure 100% client satisfaction through multiple iterations and unlimited revisions. Our team comprises industry experts proficient in: • Over 20 popular programming technologies and 30 frameworks • Website/CMS/Mobile app development • Graphic design, brand identity, and custom user interface design Are there any details you would like to discuss with us? Please feel free to connect with us via chat to discuss your goals for this project in detail so we can immediately start working on your project! We look forward to potentially contributing to your project and enhancing your business assets. Best Regards, Team at RoundWeb Infotech https://www.freelancer.com/u/akhilkanaujiya98

$300 USD in 20 days

0.0

(0 reviews)

0.0

@aman888mehra

Drawing on my extensive experience in software development and digital marketing, I feel uniquely equipped to tackle your Vehicle Counting System project using the Jetson Nano. Not only do I have a solid grounding in Python that would enable me to optimize software for this platform, but my expertise also extends to working with Open Source and e-commerce platforms - including RTSP streaming - which align excellently with your requirements. Additionally, my ability to handle large data sets and high-performance processing will ensure flawless tracking across multiple cameras, even during peak loads. With this project, I appreciate the need for speed, performance and efficiency in real-time processing. I assure you tight iteration loops throughout the development process from milestones agreed upon every week to iterative tweaks as per your feedback till the final product is delivered and meets the highest quality standards. In conclusion, my passion for enabling businesses coupled with my technical skills make me an ideal fit for this project. Let us join hands to develop a robust Vehicle Counting System that precisely caters to your needs while harnessing the capabilities of Jetson Nano platform effectively. I assure you excellent communication, timely results and consistent adherence to your vision through every stage of this project.

$140 USD in 7 days

0.0

(0 reviews)

0.0

@Kunal2632

I've made sign language detection in real time through yolov5. So i am confident that i can make this project within stipulated time wirh good accuracy.

$100 USD in 7 days

0.0

(0 reviews)

0.0

@rootvalueglobal

Project Proposal for Vehicle Counting System on NVIDIA Jetson Nano Root Value Global Solutions Pvt Ltd proposes to develop a vehicle counting application optimized for NVIDIA Jetson Nano, designed to manage RTSP live streams from multiple cameras. Our Senior AI Developer, brings a wealth of experience in AI, machine learning, and edge computing, ensuring a high-performance solution. Key Skills: Computer Vision: Certified in OpenCV and deep learning applications we are iadept at image processing tasks. Edge Computing: Experience with Azure IoT and edge computing platforms, essential for optimizing the Jetson Nano's capabilities. Project Deliverables: A configurable vehicle counting system with a modular design for customizable ROI and multi-directional detection. Multi-camera support for at least three simultaneous live feeds, with robust error handling and auto-recovery features. RTSP streaming compatibility, optimized for low latency and high throughput on the Jetson Nano. Comprehensive documentation and a user guide for various setups. our expertise, combined with our commitment to excellence, positions us to deliver a state-of-the-art vehicle counting system. We look forward to the opportunity to collaborate on this project. Best regards Root Value Global Solutions Pvt Ltd

$89 USD in 13 days