Machine Learning model for traffic lane detection and measurement

$30-250 USD

Käynnissä

Julkaistu

noin 2 kuukautta sitten

$30-250 USD

Maksettu toimituksen yhteydessä

Scope of work: We are installing cameras on moving vehicles at a high elevation. The cameras are looking forward at the traffic in front of the car, we would like to develop a model that can detect all the lanes in front of the car. There could be multiple lanes visible in the field of view of the camera and the model should be able to detect every lane separately. Model Input: Video from a forward-facing camera mounted on a vehicle Model Output: 1) Detect all the traffic lanes in the field of view of the camera 2) Label all the lanes and separate them from each other Notes: I don't have any training datasets, so you need to find available labeled and open-source datasets. Example: Here is a link to a video of a similar project: [login to view URL] Proposals: 1) I am interested to see proposals for developing a model from scratch and owning the model. We can start with developing a basic model first and then expand the development through multiple phases of development. 2) If you already have a model that can do this work, I am interested in paying you for processing some of the videos that I have collected. We can negotiate the price. IF YOU ARE INTERESTED: Please bid... but I have limited price for this project as 50usd. Do not bid if you can't do this one with this budget. Thanks

Machine Learning (ML)

Projektin tunnus (ID): 37917223

Tietoa projektista

18 ehdotukset

Etäprojekti

Aktiivinen 2 kuukautta sitten

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18 freelancerit tarjoavat keskimäärin $131 USD tätä projektia

@mohamedabdelall4

Hi , I'm sure that I can do this job. I'm artificial intelligence engineer experienced in Computer Vision, Data Science, Machine/Deep Learning. I have accomplished many projects like yours, Also I will arrange with you to have a session to provide full illustration for you. Feel free to contact me for further details because I am looking forward working with you. Thanks

$225 USD 4 päivässä

4,9

(49 arvostelua)

5,9

@Mansoor1290

I saw your post of line detection, and i have done the same work i will share the pictures, I can do your task in 1 day and share results, Just text me and let me send u the results of my work, Thank you.

$100 USD 3 päivässä

5,0

(14 arvostelua)

5,3

@merinsinha

Python , ML expert. I can do it. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are anticipating from this platform give me a chance to show you the best i can do at your service.

$230 USD 3 päivässä

4,4

(53 arvostelua)

5,6

@dohuutiepuct

Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has many years of experiences. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.

$100 USD 3 päivässä

4,7

(8 arvostelua)

4,7

@rajeevnewnetlink

As an experienced and versatile developer for over five years, I am confident my skills will contribute to a successful completion of your project. While my profile highlights diverse accomplishments within web and mobile development, I have maintained a strong focus on cracking AI and machine learning challenges. To deepen my understanding of algorithms, I have worked on projects similar to yours, navigating connected cars, which involved traffic analysis and lane detection systems. Though constrained by your budget, I am keen on taking on your project as I believe in the value of establishing long-term collaborations. Should you decide to partner with me, there are multiple possibilities to explore: we can research open-source datasets that are available and create a basic model together. As we proceed through distinct phases of development, we can continuously improve it to meet your particular requirements. Alternatively, if you'd like me to employ an existing ML model for your needs,I'm happy to put my abilities to work for data processing on videos you have.

$244 USD 7 päivässä

4,8

(7 arvostelua)

3,9

@MQamar123

With a strong background in python programming and your project requires building a machine learning model to detect traffic lanes, I believe I'm the ideal candidate for your project. I have previous experience in computer vision and deep learning, with notable projects such as object detection and image classification. In order to develop a state-of-the-art model for you, I will employ my technical skills in Python alongside popular libraries like OpenCV & TensorFlow guaranteeing precise traffic lane detections. My expertise also stretches into data management; although you don't possess any required datasets, I am highly skilled at curating open-source datasets. Additionally, given my proficiency with cloud computing and REST APIs, I can create a robust system that seamlessly handles the processing of video inputs from cameras on different moving vehicles. As someone who understands the importance of meeting clients' expectations, rest assured that quality work within budget limitations is my top priority. My stellar reputation and comprehensive skillset make me the perfect candidate for your project. I have no hesitations starting with the available $50USD budget; let's build an efficient traffic lane detection model together!

$30 USD 7 päivässä

3,7

(9 arvostelua)

4,7

@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.

$100 USD 3 päivässä

4,8

(5 arvostelua)

3,8

@mcollinscalz

As a seasoned professional in both mechanical engineering and computer technology, I bring a unique combination of skills and knowledge at the intersection of our project's needs. My 15 years of building applications in Matlab and Excel have equipped me to tackle numerical analysis, optimization, statistical analysis, and GUI development, all of which translate effectively to the demands of machine learning. I hold a deep understanding of various machine learning algorithms like SVM, Naive Bayes, Nearest Neighbor, and K-means clustering. Additionally, my experience in data analysis and entry has honed my statistical prowess--an invaluable asset for any ML application. I'm well-versed in descriptive statistics, regression analysis, hypothesis testing and can implement these effectively into our task. Over the years, I've also developed considerable expertise in Computer Vision, Data Mining, Deep Learning, Python - all critical tools when working with video feed. I've witnessed firsthand the real-world implications of quality-driven traffic management systems and understand how such advancements can revolutionize urban mobility. I am committed to solving intricate challenges with speed and efficiency and would be honored to build your lane detection model to ensure safer roads for all.

$140 USD 7 päivässä

3,8

(15 arvostelua)

4,1

@SameerK22

Hi! I am an accomplished Machine Learning Engineer with experience in similar projects. I can help you in this regard while matching your budget. I will be using a YOLOv8 model with some open-source training data and can get good accuracy out of it. Feel free to message me for further discussions. Best Regards, Sameer

$50 USD 7 päivässä

5,0

(3 arvostelua)

2,8

@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 3 päivässä

5,0

(2 arvostelua)

2,8

@frafri

With over 13 years of expertise, I am a seasoned full-stack developer particularly adept in utilizing Python for AI and CV applications. My skills in AI frameworks and APIs such as TensorFlow, PyTorch, scikit-learn, YOLO, OpenCV can definitely ensure the successful development of your machine learning model for traffic lane detection. Moreover, my extensive experience in delivering robust full-stack solutions is well-suited for this project that involves analyzing the data from your forward-facing vehicle-mounted cameras. The knowledge I possess in data processing, image classification, and separating multiple objects will prove advantageous while developing an efficient road lane recognition system. While I understand your budgetary constraints, I believe we can come up with a mutually beneficial arrangement to get this work done starting from either building a model from scratch or processing your existing data with an affordable cost without compromising the quality. Let's connect and discuss how we can make this project a success within your financial parameters.

$200 USD 4 päivässä

5,0

(2 arvostelua)

1,0

@dousterie

With a unique blend of expertise in computer vision and a proven track record in developing robust models, I am the ideal candidate for this project. My experience in detecting and analyzing lanes in various environments equips me to tackle the complexities of high-elevation, moving vehicle scenarios. Let's harness cutting-edge technology to ensure accurate lane detection, keeping your project on the road to success.

$90 USD 10 päivässä

0,0

(0 arvostelua)

0,0

@shafi101

hello sir, This is Sahidullah . i am a machine learning developer . i am new here but in upwork i have many project like this . hope you response . wait for you.

$140 USD 3 päivässä

0,0

(0 arvostelua)

0,0

@alwasif9214

Dear Hiring Manager, I am writing to express my interest in your project. With a strong background in electrical engineering as well as computer vision and machine learning, I am confident in my ability to develop a robust model that meets your specifications. My approach would involve utilizing advanced neural network architectures that are well-suited for object detection tasks. Specifically, I would employ Convolutional Neural Networks (CNNs) to process the video input from the forward-facing camera. The model will be trained on a diverse dataset of traffic lanes under various conditions to ensure accuracy and reliability. I am excited about the potential to contribute to your innovative project and look forward to the opportunity to discuss how my skills and experience align with your needs. Thank you for considering my proposal. Best regards, Wasif Al Wazed Wasi

$50 USD 10 päivässä

0,0

(0 arvostelua)

0,0

@Grishma77

Hello i am 4vyr experienced data scientist. .I have good skills like python, machine learning,deep learning,flask, computer vision project. . I have worked on similar projects that you mentioned. . I am new to this platform so give me chance to explore my skills and give ypu best results. .Thank you

$140 USD 7 päivässä

0,0

(0 arvostelua)

0,0

@gdiaz11

Hi, there. I have professional skills you are looking for and I am very confident about myself. I want to discuss more about the project detail. I am now waiting for your response. Thank you for considering my proposal, Gus Medino.

$140 USD 7 päivässä

0,0

(0 arvostelua)

0,0

@andresgalindont8

Cuento con un máster en Inteligencia Artificial, puedo ayudarte con tu proyecto. Como producto final te entregaría un modelo ya entrenado con el fin que indicas, listo para integrar en tu sistema.

$140 USD 7 päivässä