Video Analysis

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.

Skills: C Programming, C++ Programming, GPGPU, Machine Learning, Python

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About the Employer:
( 0 reviews ) Orlando, India

Project ID: #17841574

14 freelancers are bidding on average $519 for this job

$555 USD in 10 days
(26 Reviews)

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 More

$750 USD in 10 days
(23 Reviews)

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 More

$600 USD in 10 days
(65 Reviews)

Hello, Sir. I am a python expert. I have many experiences with OpenCV, Tensorflow and machine learning. I have done many image processing projects. I will finish this project in 2 days. And I will provide you best resu More

$888 USD in 2 days
(15 Reviews)

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 More

$555 USD in 15 days
(15 Reviews)

Hi, How are you? I'm very interested in your job. I am an expert of machine learning, signal processing who has 5+years experience such as speech recognition and classification, object detection and recognition, tr More

$555 USD in 10 days
(20 Reviews)

Hi. I have review your project description. I have full experiences in Development. I am very interested in your project and also ready to start work immediately. Hoping for your soon Reply. Thank You Regard.

$250 USD in 10 days
(23 Reviews)

Hi, I am professional in Image processing and Machine learning. I analyzed the video deep learning based object detector previously. I can do your project perfectly. Thanks.

$350 USD in 6 days
(24 Reviews)

Hello sir. I'm excited about your project, because I've really rich experience in Video Analysis Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide wonderf More

$500 USD in 10 days
(13 Reviews)

Hi, sir I have just check out of your proposal in detail. I have much experiences with your project, if you need, I will give you my result video file. And you can check my skill from my portfolio. And I can delive More

$250 USD in 15 days
(2 Reviews)

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 More

$350 USD in 8 days
(6 Reviews)

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

$555 USD in 10 days
(0 Reviews)

Hi, Thank you for giving me a chance to bid on your project. i am a serious bidder here and i have already worked on a similar project before and can deliver as u have mentioned I have got Rich experience in Jooml More

$555 USD in 10 days
(1 Review)

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 More

$555 USD in 10 days
(0 Reviews)