Fermé

Build me a web service API that process video file and counts the person in the frame

We are in the need of a video processor API&web service that will have the below features:

- Post a query to web service with video file (probably .mp4, the format may differ)

- Service should process the video file and count the number of people in the video frame

- Service should return a integer type response by the number of the people who appeared along with the video duration

- Each person in the frame should be counted as one. Since the same person may enter the frame more than once it should be kept as a single person. That might be achieved by assigning a random unique id to each person temporarily

Future features as a second milestone 1:

- A region(square, circle, polygon etc.) should be defined in the video frame and only the defined part of the frame should detect the people.

Future features as a second milestone 2:

- Service should work simultaneously, in real-time and response with web sockets

Future features as a second milestone 3:

- Service should return a list of persons as a JSON list&objects with their below details:

-Average age

-Gender

- Service should make some specific analyses with inputs above:

- For instance, the average age of people

Notes:

Cloud services -like Azure Face Recognition etc.- might be used. But this must be discussed before development starts. Specific development language and technologies are not obligated since the service works properly.

We don't want some specific requirements. But we can suggest Python/Django skills.

Compétences : Backend Development, Image Processing, Django, Python

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Concernant l'employeur :
( 0 commentaires ) Istanbul, Turkey

Nº du projet : #29370603

18 freelances font une offre moyenne de 1472 $ pour ce travail

(30 Commentaires)
6.8
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5.8
MilindAI1976

Thanks for your posting. I checked your requests and can say this is no barrier for me. As a senior machine learning/backend engineer, I have powerful experience in multi-object detection and tracking, reidentificati Plus

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(4 Commentaires)
5.0
AcaIl

I have rich experience in face/person recognition and detection in video frame. I have rich skill of python over 11 years, and I will offer best solution to you within time.

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4.5
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4.7
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4.2
MohammedJARROU

Hello, We are a group of engineers (Data Science, ML/DL, IA, Statistics, Developers...) with an extensive experience and a lot of projects in multiple area including Image processing and Video treatment. We read the Plus

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3.7
dragondenis82

Hello I have read the description carefully. Also, I have rich experience in image processing So I am interested in and I am confident in your project. I always provide perfect res Plus

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(4 Commentaires)
3.2
muhaamadmaaz

Hi, I have read the full description, I can develop the api for you in the allocated time, I have a experience of building computer vision apps which detects and count people in the provided frame, similar to that I h Plus

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(5 Commentaires)
3.2
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3.3
fedorpisalev

Hi I read your task description in detail. Understood. Before I ever worked with python. So I think I can work with pyhon for this task. Looking forward to hearing you soon. Regards

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3.2
ayesha0124

Hi there! I have read what you exactly need, however I would like to ask you a few questions. I do work smart and do not rest until I get the job done. Please feel free to ping me anytime so we can have a detailed disc Plus

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0.0
NirmalVekariya

Hello, I have a good experience working on a similar kinds of projects using opencv. I also have a good experience working with Django and Flask for making APIs and Website. Iwould like to work with you on this project Plus

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0.0
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0.0
aamirpinger

I can develop/integrate an API for you that may perform these: - Post a query to web service with video file (probably .mp4, the format may differ) - Service should process the video file and count the number of peopl Plus

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0.0
SRAV20177

Hi I've worked on object detection models and various face recognition models and had experience in all deep learning and machine learning frameworks. Some of the projects are listed below: 1. social distancing using y Plus

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tgltech

Hi, I read through your project " Build me a web service API that process video file and counts the person in the frame " and understand your requirements. We have Excellent experience working with SEO friendly, Mobi Plus

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kumar2021ashish

Innovative and deadline-driven Backend Developer . Experienced in designing and developing Monolithics and Microservice based applications from initial concept to final, polished deliverable.

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