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Logo detection system with Tensorflow

We need a deep learning application that can detect brand logos on documents/images. We are looking at about 200 brands that need to be classified by the brand name: eg. pepsi.

We have been doing some research and think that our best option is to go with Tensorflow, but you can also make suggestions of what is the best platform to accomplish our goals. We actually tried a couple of github demos out there. We are a team that is currently working with backend services with java and angular on AWS. We don't have much python experience but we can handle basic command line stuff (e.g. training models)

The expected application should be a basic service where we can post an image or document in png format for instance. You can suggest the best format to work with in order to obtain better accuracy in less time. The result of the query will be the brand name and accuracy if found.

Also, we need a simple way to re-train our models in order to add more brand logos ourselves and make it "smarter". For example, LabelImg works and we can use it, but to build the training and test files can be a big hassle. We need a simpler more automated way to retrain our system.

So basically the deliverables are:

- A service that receives an image and returns the detection result, we can provide a set of images to create a model

- A manual step by step on how to add more images and train our model, and all the necessary steps to make it go live on AWS

Skills: Python, Amazon Web Services, Java, Software Architecture

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About the Employer:
( 5 reviews ) Monterrey, Mexico

Project ID: #24094854

31 freelancers are bidding on average $572 for this job

alexkrayniy

Hello sir. As a computer vision and image processing, machine/deep learning expert, I'm glad to see your project. If you check my profile, you can see I have deep knowledge in image processing with opencv, computer vis More

$500 USD in 7 days
(6 Reviews)
5.9
mostshalaby

Hi. I have good experiences with Python(Yolov3, Keras, Pytorch and Tensorflow) and C++(Caffe). I have pretty much knowledge as not only practical but also theoretical for Machine Learning and very familiar with Compu More

$500 USD in 7 days
(11 Reviews)
5.2
Rahulllkumarrr

just provide me 200 brand names which you want to detect with sufficient image sample. i will train the model to detect different brand logos. yes building training and testing data for model is hassle but it is requir More

$2000 USD in 15 days
(22 Reviews)
5.2
nitinbhardwaj01

I think , this problem can be solved using object detection Algorithms. About me: I have been working on ML projects for last 7 years. I have been working with Fortune 500 clients in the domain of BFSI, Retail and Te More

$700 USD in 7 days
(19 Reviews)
4.9
mquesada90

Hi I am developer and major in deep learning and computer vision. I think you need automated application for making training data. I can resolve it using computer vision. We can discuss more detail for your project. Pl More

$1500 USD in 7 days
(13 Reviews)
4.5
aptagrim

Hi, I see that you are looking to develop a TENSORFLOW model to identify brand LOGOS and I can help with that. I would be able to develop you a TensorFlow model integrated with a basic interface using tkinter. The inte More

$500 USD in 10 days
(6 Reviews)
4.4
helgekrueger

Hi. I am a machine learning engineer and I like tensorflow. I would proceed in a few steps: - First I would inspect the data that you have (format of images, format of labels), and how many images there are by class, More

$600 USD in 7 days
(17 Reviews)
4.5
AITSoft

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(23 Reviews)
4.6
jvalenzuelavega

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$500 USD in 7 days
(2 Reviews)
3.6
uzairnaseer920

I am interested to work with you. Your description of project is understood. But If you can inbox me. we can walkthrough all details again. I will show you my sample and previous work if you want too. I mentioned below More

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(17 Reviews)
3.8
freelancermaddi9

hello I am mashud, expert in deep learning and opencv based tasks. I will complete this project in 2 days perfectly. please contact me to discuss more about the project. thanks.

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(6 Reviews)
3.6
manal3795

Hey I have go through your requirements and I am ready to work with you. As I have 6+ years of experience in Python, Django, Machine Learning, Artificial Intelligence, NLP, IOT. As we can done this task by using Tensor More

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(3 Reviews)
3.7
freelancerswebs

Dear Sir/Mam, Greetings!!! :) Thank you for posting the project! I hope you are doing great. I have read the description of your project and understood that you are looking for someone to develop logo. I would love to More

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(1 Review)
2.8
punitvara

Hi I have worked on various ML/DL projects at prestigious company and also finished tasks here. Your looks really interesting and I have confidence that I can do this. I have mostly worked with TensorFlow models but n More

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(3 Reviews)
2.4
PythonLG

Hi I'm very interested in your post. As a senior Python developer, I can help you perfectly. I have rich experience with Python/TensorFlow/Django/Flask/ML/AI/Scraping. Let's discuss more detail via private chat. Thanks More

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(2 Reviews)
2.5
talented0206

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Logo Detection & Tensorflow Programming. I'm really confident about your project, and very eager to join your project. More

$500 USD in 7 days
(1 Review)
2.1
zoranzdravkovic2

-------- Pro Java/ Python/ Software Architecture/ Amazon Web Services Expert! -------- Hi,dear It is very attracting my mind because I'm very interested in your project and also, have rich experiences and high skills More

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(4 Reviews)
2.0
sigbl

Dear Client, Greetings of the day! We saw you are looking to build Logo Detection System with Tensorflow and we would like to offer our sincere services in this regard. Your post instantly got our attention as it per More

$500 USD in 7 days
(4 Reviews)
2.2
Himerr0kovoi

Thanks for your job posting! I am a python, C++ & C# Developer with full experience. I have developed a lot image processing projects (car number plate detect and recognition, captcha recognition(ocr), symbol recogni More

$500 USD in 7 days
(1 Review)
1.5
kahan1994

Hi, I am kahan. I am python developer and have much experienced. Waiting for further discussion. Thank you.

$500 USD in 7 days
(2 Reviews)
1.2