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Deep Learning Model for Lane Detection (Computer Vision)

With respect to the Driver Assistance System Project, I am looking for a person with good experience in deep learning and computer vision (Python).

The work required is to build a deep learning model that predicts the following:

1- If the driver changed the lane.

2- If the car is positioned over a lane so the driver is not keeping the car correctly between lanes.

3- If the car is curving. Small curves and highway curves are not required, only acute curves (70-degrees and more) should be detected.

The Software will run on NVIDIA Jetson AGX Xavier – Linux, so the model should be done using the TensorRT library and executed by the GPU provided. The model may return a discrete number indicating the prediction (0 for nothing, 1 for a lane change, 2 for driving over lanes, 3 for curving) or any appropriate method can be used after discussion.

Note that the hardware components and cameras selection depend on the best performance that can be achieved by the model, so do not consider it as a constrain.

The work submission must include the Model Documentation and Source Code. The model should work with high accuracy in addition to be implementable in the main project software (Can be used as a module, function, ...etc)

Finally, please feel free to contact me if you need any further information or to discuss some points related.

Compétences : Deep Learning, Python, Computer Vision, Neural Networks, Linux

en voir plus : getafreelancer computer vision, computer vision algorithms matlab, computer vision project company development, robust lane detection from continuous driving scenes using deep neural networks, keras lane detection, lane detection using deep learning github, lane detection dataset, lane detection opencv python github, lane detection tensorflow, lane detection deep learning, lanenet, projects using computer vision dspic, computer vision matlab airplane, computer vision wiley 2002 statistical pattern recognition, computer vision freelancer, computer vision systems russian federation, tracking computer vision freelancer, object detection computer vision, computer vision machine learning, machine learning computer vision

Concernant l'employeur :
( 0 commentaires ) Amman, Jordan

Nº du projet : #27811361

24 freelances font une offre moyenne de 643 $ pour ce travail

helmot

Hello, I have a masters degree in AI and have worked on AI/ML projects for 8+ years. If you are interested I can share my desktop and show you some demos/samples. I have worked with most AI/ML tools like NLTK and Plus

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7.7
schoudhary1553

Hi, Greetings! ✅checked your project details: Deep Learning Model for Lane Detection (Computer Vision) ✅Completed Time: In project deadline We have worked on 600 + Projects. I have 6 + years of the experience i Plus

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(52 Commentaires)
6.4
Himerr0kovoi

* Computer Vision and Machine Learning Expert * Hello, I have 7 years experience of computer vision and machine learning. So i have full skills and experience of this field, and have developed a lot of projects such as Plus

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(13 Commentaires)
6.1
ayesha0124

Hello there, How are you doing? Just saw your project posted. I read the brief details and I felt I could help you with it. Lets start the chat and discuss it in detail. Please check my porfolio and reviews on my prev Plus

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(3 Commentaires)
4.9
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++ Plus

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(10 Commentaires)
4.9
sgadou

Hi, there. I am a machine learning engineer good at several deep learning algorithms. I am proficient in Python, OpenCV, Keras Tensorflow, PyTorch and Scikit-learn. Carefully checked your requirements. I can help you w Plus

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(13 Commentaires)
5.0
(10 Commentaires)
4.5
rezadeeplearning

Hi, I would like to know more about your project. It is not much clear for me that how many camera you are going to use (one or two) and what is the exact setup (distance between camera). It is possible to implement Plus

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4.4
shanecarlyon

Hi, mate. I am really glad to have an opportunity to help you with my skills & experience in Computer Vision on IoT, especially Jetson series. I have already experience in tracking the vehicles on Jetson Nano, which Plus

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(9 Commentaires)
4.6
PKonstiantyn

******** MACHINE LEARNING EXPERT AND VISION PROFESSIONAL ************ Thank you for your posting! I am an Machine Learning expert with full experiences such as yolo model and tensorflow(including TfLite), caffe, DARKNE Plus

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(11 Commentaires)
4.3
akulovvladimir91

*** EXPERIENCES IN JETSON NANO AND COMPUTER VISION *** Hello, how are you? I am familiar with object detection and other computer vision. I am experienced in tensorflow and yolo for it. And also, I can implement it for Plus

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(2 Commentaires)
3.7
pandaPython123

Hi, I am doing my PhD in computer vision and deep learning. I have also 3 years of experience in implementing deep learning models for industrial applications using tensorflow, keras and python. Do you have a dataset Plus

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3.8
hayat38402

I have extensive experience in the domains of:  Neural Network/ Natural Language Processing  Machine learning/Data Mining  Deep Learning and Computer Vision  Image Recognition & Artificial Intelligence  AI text a Plus

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4.3
jarviskb

Hello, I am an AI researcher with 2 years experience in deep learning field. My major fields are deep image processing, deep natural language processing, GAN and reinforcement learning. My experiences are image class Plus

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3.4
Ajithkpm

Hi, I am an R&D Engineer in AI & CV. Currently i am working in CNN based models like YOLO, SSD for object detection, face recognition(Facenet & Arcface)and ANPR. I have expertise in tensorflow, keras, MXnet, Darkne Plus

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2.8
rostomide

*** IMMEDIATE DEMO *** I am an Machine Learning expert with full experiences such as tensorflow(including TfLite), caffe, DARKNET, OPENALPR, etc and opencv, intel OPENVINO technique. Also, I have skills to implement ML Plus

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0.0
AhmedGhaliz

مرحبا زيد I am an image processing expert with full experiences using deep learning such as tensorflow, keras and so on... I have developed a lot of object detection and recognition projects. I can finish your task an Plus

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0.0
ziadabdelsalam9

i am a python programmer and have been using it as my main language for 2 years. i am interested in machine learning and computer vision and took courses , applied at projects and got a full mark and I am happy to help

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0.0
sretenobgd

Hi, there! As an expert in Object Detection & Recognition with DNN (Darknet, Keras, PyTorch, Tensorflow...) and OpenCV, I'm interested in your project. I have experience in ALPR, OCR, Counting People, Face Landmark De Plus

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0.0
sakthimohanvisha

******** MACHINE LEARNING EXPERT & COMPUTER VISION & OPENCV PROFESSIONAL ************ Thank you for your posting! I’ve applied ML to Computer Vision and Machine learning projects before. Developed a lot of object detec Plus

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0.0