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Tensor Flow Project

$750-1500 USD

Closed
Posted about 6 years ago

$750-1500 USD

Paid on delivery
Monday, January 22, 2018 11:10 PM 1. Our application will take screenshots of a popular game. We need someone to build a classification model with some text recognition sprinkled in to give us information about what's on the screen. You are not responsible for taking the screenshots, only the classification model and the wrapper API. 2. On each frame *could be* 5 items that look like baseball cards. You'll need to identify each card, its buy now value, auction value, and time remaining. 3. While there are only roughly 5500 total cards, one card at a time could be "selected." Selected cards just have a darker background. 4. Some frames will be in between animation frames. Your code should be smart enough to detect this and not process it any more than it has to. 5. You'll need to identify the filtering parameters on the screen. All of the filters and the sort order. 6. Deliverables a. Restful webservice. The service should accept a screenshot and return the required data in json format. i. isSelected: boolean ii. Buy now price: numeric( Sometimes null ) iii. Auction Price: Numeric. iv. Card Id: Numeric v. Time Remaining: Numeric( in seconds ). b. You'll need to teach us how to train the model. c. You'll need to train the initial model. d. We'll provide labelled data for the initial model. e. Assist us in deploying service to production. 7. Some questions a. How often should we take frames? b. Frames will be screenshots of the game, not actual frames from the video stream. c. We are open to ideas on the most efficient way to get the data we need. We are thinking that some sort of AI classification makes the most sense to identify the card and OCR to get the rest, but we'll listen to alternatives. Accuracy needs to be 95%+. 8. Recommended technologies: Tensor flow. Python. ScikitLearn. More details to qualified bidders. You must have documented AI experience.
Project ID: 16135858

About the project

20 proposals
Remote project
Active 6 yrs ago

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20 freelancers are bidding on average $1,257 USD for this job
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Dear, I am Jang. I'm interesting your project very well. I'm a certificated freelancer with almost 800 good reviews from clients. I'm an unity expert and i have developers and designers. Skill: unity, android, iphone, winphone, web app and games, 2d, 3d Designes, c#, js I’m able to lead your project to success. Let's discuss more details on chat. Thanks sir
$1,159 USD in 20 days
5.0 (31 reviews)
7.0
7.0
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Since, the output classes are fixed at 5500 in number and dark background is the only variation, we believe that this task will give a much higher accuracy with image processing and manual feature-set development followed by neural network or decision tree based classification. We've done similar work in past where we use used a similar approach to read/interpret flash based agent-customer engagements. Perhaps, if you could provide a test dataset then we can provide a proof of concept in 3-4 days. Please contact us over chat for further discussions.
$1,222 USD in 20 days
4.9 (80 reviews)
7.1
7.1
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Hi, sir! I have a close look to your project. I have a good skill in python programming. If you award this project to me, we'll complete it in time. Our budget may be negotiable Thanks
$1,250 USD in 20 days
5.0 (45 reviews)
6.3
6.3
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I have a good hands on working with Advanced Excel, R and Python. I have quite a good knowledge of deep learning Algorithm , have also developed dashboards and Shiny Web Application in R I understand the project requirement and will deliver the desired product within the time specified.
$800 USD in 14 days
4.6 (52 reviews)
6.7
6.7
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Hi, I'm working in machine learning field for last 1 year and web development field for last 2 years. I've worked on various projects (like automatic hashtag prediction from image using tensorflow and CNN etc.). I've also participated in various hackathons (on hackerearth, kaggle). I think i would we able to complete this project, because I've deep interest in this field and I regularly spend my time on latest research papers. I'd love to hear more from your side.
$1,250 USD in 20 days
5.0 (25 reviews)
5.6
5.6
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Hi, Dear Employer! How are you? I am really interested in your project. I have enough experience on python, C/C++, C#, java programming. I am 100% sure i can satisfy your requirements perfectly. User-Friendly Interface And Clear Algorithm Will Encourage Your Project. I want a long term relationship with you. Thank you and best regards!
$1,184 USD in 20 days
5.0 (12 reviews)
5.2
5.2
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Dear sir. I have read your job posting carefully and become very excited. As you can see from my portfolio, I am an OCR expert and have rich experience for TensorFlow. "OCR" is my main subject and I have good OCR engine. If you send me some sample images, then I'll send demo app within a day. I hope to work with you. Best regards.
$1,323 USD in 20 days
5.0 (3 reviews)
4.9
4.9
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Hello I'm very interesting your project now. I have experiences in developing a model of tensorflow. tensorflow is a machine learning engine of google. I can implement your required models with high quality and in your timeframe. thanks.
$1,111 USD in 20 days
5.0 (9 reviews)
4.5
4.5
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I have been working on implementing Deep Neural networks on BioInformatics field for past 6 months, I have helped many people finished their advanced mathematical modeling with the help of Python/TensorFlow/Keras/SciKit-Learn/TPOT/PyMD. I feel confident about my expertise on probabilistic programming, and your task would be categorized under that. At the end of the day, it all depends on the dataset you have, even the most advanced and complicated ML algorithms would perform poorly on a not carefully selected data. So in the process of data preprocessing, cleaning and feature selection I could help too if you need it. But if your dataset is ready, I would get the task done in few days. I would appreciate if you could share your current dataset so we could discuss it more.
$1,060 USD in 5 days
5.0 (7 reviews)
4.7
4.7
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I did my PhD research in computer vision and since then have been working as a computer vision / machine learning research engineer. "The resolution of the game screenshots will vary." What do you mean by that? they will be taken from a limited set phones? hence the difference in screen sizes? Your question: How often should we take frames? I need to see the game/sequence of frames, I'm guessing with motion detection can tell when a frame is good to take as key frame.
$1,498 USD in 20 days
5.0 (2 reviews)
1.2
1.2
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Have extensive experience of about 3 years with machine learning and deep learning. Worked on creating Artificial Intelligence projects from scratch. Can also work with all the new Big Data technologies to make it real time.
$1,250 USD in 30 days
0.0 (0 reviews)
0.0
0.0
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Have good experience in machine learning and deep learning its actually my area of focus in life and i have worked on many classification and prediction models and iam very expirienced with frame works like tensorflow ,keras and caffee and i can finish the tasks in the given tasks but we should reach an agreement on the mile stones
$1,250 USD in 20 days
0.0 (0 reviews)
0.0
0.0

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Flag of UNITED STATES
Pensacola, United States
5.0
66
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