Logo detection system with Tensorflow
$250-750 USD
Bezahlt bei Lieferung
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
Projekt-ID: #24094854
Über das Projekt
17 Freelancer bieten im Durchschnitt $584 für diesen Job
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 Mehr
********YOU WILL GET PERFECT RESULT IN TIME ******* ***** Thanks for your posting! I am an image processing expert with full experiences using machine learning such as tensorflow, caffe, darknet, etc and opencv, intel Mehr
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 Mehr
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, Mehr
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 Mehr
Nice to meet you I am an Amazon Cloud Architect for the web infrastructure serving 90 million page impressions and 12 TB Internet traffic per month. The AWS services I use are EC2, ELB, MySQL RDS, VPC, CloudFront, Elas Mehr
I am a full-time Full Stack Freelance having 7+ years of experience and have team working on Web App Developer-Designer (Specialising in CRM, ERP, Ecommerce, Website Developing & Designing, Android Apps, Ios Apps, web- Mehr
Hi, I am kahan. I am python developer and have much experienced. Waiting for further discussion. Thank you.
I've seen your backend services are in java. I'm interesting in this work. I have worked for 6 years as a java developer. have used spring cloud and spring boot in several java web projects. I'm not sure if i 'm useful Mehr
i have great knowledge in tensorflow object detection i did many projects hire me.. i have 2 years experience in this . field
Hello client, I read your requirement and i find myself that i can do that job effectively for you as i have done serval projects on machine learning for example realtime detection ,tracking using yolo v3 on custom Mehr
I am a PhD in engineering and I am a certified TensorFlow specialist I am sure about the first task... However, the second may need us to try it up together, I know how it is done, but haven't done it myself before I Mehr