Video Object identification and tracking with customized model
$750-1500 USD
Paid on delivery
This project is about object tracking and tagging pilot (after this we will continue with next phases) :
Requirements:
1. connect to live video camera stream of a shed/structure with fixed view (e.g. camera not moving). then you need to:
1. Identify and track the movement of the objects in the shed
2. Count each time an object enter/exit into a tagged area in the picture (by looking at area pixel location and areas will be given in XML)
3. another task is to recognize the image for certain situation.
Instructions:
1. You will get an AWS EC2 access where you run Yolo , tensorflow, deepSORT, torch or other
2. You will use customized model (augmented with public model), the customized model include annotations we labeled in CVAT, you will need to help guide us and customize your self the labels for the model to be accurate and add more with us as needed for getting identification accuracy
3. You will get file with co-ordinates of the tagged areas in the picture , so you can look into it when tracking the object if they enter or exist the areas
4. you will have ~3 types of objects to video track and 2 fixed image to recognize and store the events in database table and google sheet. Need to train, test and run. connect to live camera and show the tracking on video, also save to database when event occur.
5. Have system configuration table that hold all camera settings, areas, and instructions how to run and track an store the data
6. At end to package it: so I can train , test and run in few clicks.
Project ID: #33556759
About the project
28 freelancers are bidding on average $1587 for this job
Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav More
Hi there, I have read the brief details on the job listing. You can check my experience, customer feed backs and my portfolio here: https://www.freelancer.com/u/AwaisChaudhry?w=f I believe its a doable job I have grea More
I'm a senior Python & ML developer and owner & founder of Dedeoglu Dev Company. Kindly send me a message to get in touch with me, Thanks, Yusuf.
* * * * * * * * * * * * * * * * * * * * * * Hello Ron , I have 5+ years of strong experience as a Python Developer. I have expertise with Python, Django, Flask, Web Socket, AI, ML, Tensorflow, NLP, Deep Learning, OC More
Hello, I've complete MS Software Engineering. I've 5-Year experience in Core Python development. My Core Skills are Machine Learning and AI - Deep Learning - Tensorflow - Pytorch - OpenCV - Deep Learning - Data Analy More
Hi, already done 2000 $ object detection and tracking project in freelancer using SSD, yolo, norfair ,tf , pyrotch , ... I have +5 years of experience dealing with machine learning algorithms and worked on multiple pro More
I have done similar projects to this, please send me a message right away let's get started. I'm a senior engineer with rich experience in Python, Matlab, Algorithm, Artificial Intelligence, Machine Learning, Deep Lea More
Python , AWS , ML Expert. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are anticipating from More
Hi, I am interested with your project. I would like to discuss it with more details. Hope to hear from you soon.
Hi.Dear... Nice to meet you. I saw your project details carefully. Thanks for your posting. I am expert in image processing using Machine Learning. I am working in this this field for 5 years. I have experiences to dev More
Dear Sir. I carefully read your project description. I have vast expertise in Deep Learning & Computer Vision, thus I am certain that I can deliver outstanding results on schedule. If you contact me, I will offer you w More
Hi there! I’ve read your brief and can see that you’d like to build an object identification app. Well, I can do this as you want. As I have 10+ years of experience in this field. So contact me if you really want to m More
