Video Analysis

Chiuso Pubblicato 5 anni fa Pagato alla consegna
Chiuso Pagato alla consegna

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.

Programmazione C Programmazione C++ GPGPU Machine Learning (ML) Python

Rif. progetto: #17841574

Info sul progetto

7 proposte Progetto a distanza Attivo 5 anni fa

7 freelance hanno fatto un'offerta media di $560 per questo lavoro

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 hav Altro

$600 USD in 10 giorni
(83 valutazioni)
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 m Altro

$750 USD in 10 giorni
(25 valutazioni)
6.5
shkerin

Sounds interesting, but Yolo v3 takes about 10 seconds per static frame. So, yes, I can read video stream, let's say RTSP, and downsample it to 5fps. But I guess it will require ~50 core cpu. Anyway it is interesting t Altro

$555 USD in 15 giorni
(15 valutazioni)
5.5
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 Altro

$350 USD in 8 giorni
(6 valutazioni)
0.0
Abhijitbiswas9

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

$555 USD in 10 giorni
(0 valutazioni)
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 pro Altro

$555 USD in 10 giorni
(0 valutazioni)
0.0