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determine if the vehicle is illegally overtaking in a video recording

I want to develop a python script that takes as input a video recording from a dashcam and detects nearby vehicles and the road lane the moving vehicle passes through as well as its speed (the moving vehicle with the dashcam)

-python programming language

Using the methods:

ROAD MARKER AND ROAD LANE DETECTION

-top view image transformation approach

-Gaussian blur and canny edge

-determine color of road lane (either yellow or white)

CAR DETECTION and TRACKING

-forward facing and backward facing vehicles not the same

- HOG descriptor and SVM classifier for detection (sliding window, heatmaps, etc.)

-track these detections with ID for final method

SPEED DETECTION

- no particular method

DETERMINE ILLEGAL OVERTAKES (final method)

-for this project, 4 illegal overtakes are chosen

-illegal overtaking

-overtaking at unsafe distances

-overtaking when left side is not visible of oncoming traffic

-speeding

as long as the said methods above are met,

i might have to discuss with you the final method afterwards but the idea is to use the road lane, road marker, and nearby vehicles to determine illegal overtakes.

Negotiable price range as I am still a student. Thank you for understanding!

Compétences : Apprentissage Automatique, Python, Architecture Logicielle

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Concernant l'employeur :
( 0 commentaires ) Manajao, Philippines

Nº du projet : #18958007

9 freelance font une offre moyenne de $176 pour ce travail

RushService

Feel fee to contact me fordetermine if the vehicle is illegally overtaking in a video recording .Shoot me message to discuss further more details .We provide the comments,images,videos,demos and live sessions in or Plus

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5.7
DarkKnight2206

Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.

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maryumakhter5

I am Machine Learning, Deep Learning, Computer Vision expert and working in these fields from the past 3 years. The major field in which I have worked on including Deep Learning, Machine Learning, Digital Image Proces Plus

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braincenter

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iffi37

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KongHyanJa

Project Requirements Creating a simple Interactive Analysis and Visualization tool The goal is to design and implement a simple interactive software tool using a programming language (R, Python, Java, C++, or C#). Plus

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Valuesolutions

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MaZheng225

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malikasad079

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