Video Analysis

$250-750 USD

Cerrado

Publicado

hace más de 5 años

$250-750 USD

Pagado a la entrega

The solution is supposed to take in videos and analyze each video at a given frame rate say 5 frames per second. This is what should happen in analysis - for each frame of a video (at the given frame rate), a state-of-the-art deep learning based object detector (for example YOLOv3) should be used to detect several objects like man, woman, face, child, vehicle, bus, truck, car, bicycle, motorbike etc. and for each detected object, it should extract features/embeddings using, say AlexNet and storing them to an efficient persistent store with appropriate tagging to be able to retrieve the analysis results efficiently for any given frame of any given video. The important thing is that the hardware of choice for this "solution" should be such that 24 hours of videos can be analyzed (as above) in 10 mins. Also, the solution should be developed as a module and it should be possible to integrate this module with a larger system through well defined APIs.

C Programming

C++ Programming

GPGPU

Machine Learning (ML)

Python

ID del proyecto: 17841574

Información sobre el proyecto

6 propuestas

Proyecto remoto

Activo hace 6 años

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6 freelancers están ofertando un promedio de $561 USD por este trabajo

@dinhfreedom

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Video Analysis Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.

$600 USD en 10 días

4,8

(83 comentarios)

6,7

@moeed10

Hi, I have developed object detection, video analysis and tagging application before. i have experience with yolo as well. I have a lot of experience in Computer Vision applications / image and video processing in mobile and windows applications. My Team experience includes: -Port Based container Damage detection Software: detecting damaged container and keeping record and report of containers movement, -Driver fatigue detection using raspberry pi which in a matter of milli seconds determines if the driver is sleeping or not and alarm accordingly using OpenCV, -Vehicle counting in the particular category they belong to on a high speed road, -Number plate recognition using OCR algorithm of openCV, -Face detection and recognition for attendance system of a school and patient management system of a medical system. -Body measurement and detection of changes in body -3D reconstruction from 2D multifocus images In short We have all the experience needed to complete the project with maximum accuracy. I will be waiting for your kind response. Regards

$750 USD en 10 días

4,9

(25 comentarios)

6,5

@mj4man1

I have read the details of your project . I will do the work the way you want it. I am expert for this project because I have worked on many same as this project. I got enough skill to maintain it. You do not need to be worried about the project. I am 100% good fit for this and I will complete it as the way you expect it

$350 USD en 8 días

5,0

(6 comentarios)

0,0

@Abhijitbiswas9

Sir, please give me your project details, I will try to do my label best

$555 USD en 10 días

0,0

(0 comentarios)

0,0

@lozuwaucb

Hello, I am a machine learning engineer with great skills in computer vision tasks. My everyday job involves tasks as the ones required by your project. In this sense, I am able to fulfill most of the needs of your project in a couple of days. Though your time requirement seems strange to me, we can discuss it further if you want.

$555 USD en 10 días