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Deep Learning passionate iOS developer to further build a simple Tensorflow image classifier and deploy it on our existing App

$750-1500 USD

Closed
Posted about 7 years ago

$750-1500 USD

Paid on delivery
On the lookout for a bright image processing enthusiast to develop the image recognition side for an existing iOS-only mobile application - build a simple Tensorflow image classifier and bring it in production mode. You should create and train a neuronal network using the pre-trained Inception model (we already have a head start on this, have great results in the model selection and training, but might add a couple of classes and images) and do transfer learning starting with 500 classifiers for which we have around 1'000 training pictures each. Then we have testing data (pictures taken with the phone for the 500 classifiers) that can be used for retraining. For this phase, we might only need some fine tuning for the model we already have, improve deep learning algorithms to improve our current classification performance. Tensorflow returns the best results from our initial tests. Luckily, with TensorFlow, deep machine learning transitions from an area of research to mainstream software engineering that requires minimum coding. Until now, a couple of lines of Tensorflow Python, and a bag of "tricks of the trade" have done the job. Then, simplified, our app would send the picture(s) in the Amazon AWS Cuda instance where this deep-learning network prediction API does the hard part in recognizing the object​ and then sends back the text results to our app's API, shows matching classifiers to the user and the user just selects just a tag out of the first 5 results (if that's the case, correct recognition). There's also the option of implementing Tensorflow mobile, on-device processing for iOS [login to view URL] For the future, we should also consider enabling continuous training from the users' input. Prefer somebody with a strong passion for the latest developments in deep learning, rather than an "industry expert", therefore experience in similar projects is not mandatory. Like this video shows, it's not a matter of having a PhD anymore: [login to view URL] You should be passionate and eager to play with TensorFlow and have the ability to bring this to production. We already have the image classification in production, but currently using the Google Vision Cloud API, which doesn't render great results. You’ll not only be able to mention this experience in your C.V., onto Linkedin or your freelancer portfolio but also have the opportunity to work with a trending startup, where your input and creativity would be valued and encouraged, on a topic that is actual and that you're passionate about. QUALIFICATIONS Techie with a sparked interest in deep learning, data science, a striking passion for developing and expanding deep learning technologies and a basic foundation to get up to speed with: - Python; - Familiarity with DL libraries such as TensorFlow. - Technical proficiency GPU programming using CUDA. - Ability to deploy/ run ML codes in the cloud – AWS CUDA instance, we have Amazon credits. - Agileness and willingness to work independently and be self-driven.
Project ID: 13438535

About the project

21 proposals
Remote project
Active 7 yrs ago

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21 freelancers are bidding on average $1,564 USD for this job
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Dear, I am Smile Song, Mobile developer in China. I've just read your job posting and I’m very interested. I'm a certificated freelancer with almost 600 good reviews from clients. I have experienced knowledge in every part of mobile technology. I know how to bring your idea alive and communication well. I never disappoint my clients and I’m able to lead your project to success and troubleshoot problems. I am sure these will reflect in my past results. Please contact me if I am a match for you are looking for. Best Regards, Song
$1,443 USD in 25 days
5.0 (63 reviews)
7.5
7.5
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Hello, I am an iOS development expert who is punctual, honest and diligent. After reading your description carefully, I got your requirements fully. I have deep knowledge in Swift and Objective-C for iOS app development. Also I have got many experiences when I worked in TMA Solution. Surely you will get best result as long as work with me. I strongly willing to work with you for long term. Looking forward to contact with you for more details. Regards
$1,250 USD in 20 days
5.0 (22 reviews)
6.5
6.5
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Dear sir. I am a professional mobile app & web developer with 7+ years rich experience. I would like to work on your project and deliver the project. I have developed many applications such as social dating, shopping, tracking, chatting, Photo and Video, News, Emoji sticker, game, deliver service system, Uber system and etc. I’ve carefully gone through your project description and so I am very interested in your project. "Your idea + my skill = good product". My fast and exact understanding about your project and best skill, high quality deliver in time made you satisfying!!! That's why I always received good and wonderful feedback from my clients. ****** Please check my profile - 100% job completed and more than 60 positive feedbacks https://www.freelancer.com/u/Beautistar.html ****** We can discuss other details on chat. Kindly give me opportunity to demonstrate it. Thanks. Project Estimation and Schedule to complete this project 1. Requirement analysis and technical suggestion. 2. Fashion UI designing and implement. 3. Well commented source code delivery 4. Free bug fixing + FREE maintenance service. Kind regards Beautistar
$1,250 USD in 20 days
5.0 (10 reviews)
6.0
6.0
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!!!!!Hello!!!!! How are you? I've a great interest in your project as a Face Recognition with deep learning tech expert who have been specializing in this field for over 10 years. As you can check from my portfolio and previous project reviews, I'm not only good at Face Recognition but also at image recognition with machine learning tech programming. I feel confident that can fulfill your requirements. Please contact me so that I can discuss with you on the project more in detail. Thanks and Regards, Richard Minh.
$3,333 USD in 35 days
5.0 (15 reviews)
6.1
6.1
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Hello 1) I do recommend Magento, Woocommerce and Prestashop to my clients because these are the tested platforms and best for eCommerce application - Magento for complex and huge cataloging - Prestashop for medium sized shops - Wordpress for single product shop or small sized catalogs I have developed 250+ on Magento, 5 to 6 on Prestashop and 3 on Woocommerce(Wordpress plugin). 2) I have over 7 years of experience in developing shops and I know the best practices and upto date trends used for SEO (eCommerce) We can organize our meeting at S*k*y*p*e, let me know then I will send you my id. Regards p4provider
$2,000 USD in 20 days
4.9 (18 reviews)
5.6
5.6
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================== Amazon MWS API Experts ================== NOTE: Most of the requirement of your project scope is already completed by us and we have demo for you as well. We are Amazon MWS API experts and completed so many projects using its API I have ready to use API for -- 1) Amazon Orders of seller 2) Amazon Product API 3) Amazon Price API 4) Amazon Repricer 5) Amazon SES API 6) Amazon SQS API 7) Amazon Product Advertising API I have done so many complex projects based on Amazon MWS API and i am sure your project would be very easy for me. I have demos ready along with me, ping me so that i can share the links of demos with you. Thanks
$1,237 USD in 20 days
5.0 (3 reviews)
5.4
5.4
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In the bid amount , I can provide the website version , android application , ios application with one year support . I am available on all days and shall provide 2 work updates per week ( Tuesday and Friday ). I am available on all days to discuss. You can release the payment as per milestones and after the milestone work is complete.
$1,250 USD in 44 days
5.0 (3 reviews)
4.1
4.1
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Experts from IIT India ‘Dedicated Developer Service’ gives you access to Single or team of Dedicated Developers / Programmers, exclusively working for you on your projects at our software development outsourcing center in India. In short, it helps minimize the costs involved in establishments and development activities with contracting and highly specialized staff, located in low-cost Indian environment. Reduced costs of development will help achieve lower price of your products / services, and better, competitive position in the market for your company. Offshore software application development company, Experts from India having range of Skills available in our In-house staff: Dedicated:Android Developer,IOS Developer, Website Developer, ECommerce developer, PHP Developers, ASP.NET Developer, ASP Programmer, Web Designer, VB/VB.net Developer, Admin Staff and more… Thanks & Regards IT HEAD Development Team
$1,250 USD in 20 days
5.0 (2 reviews)
3.8
3.8
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Hello, I want to discuss this project with you further, let me know the best suitable time for you to schedule the meeting, Feel free to message me at any time, i used to be online 14 hrs in a day on this website so probably you will get a quick response from my end.. Lets proceed our conversation in chat. Thanks.:-)
$1,237 USD in 20 days
4.0 (1 review)
4.1
4.1

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Santiago, Chile
5.0
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Member since Apr 12, 2014

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