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Deep learning and Machine Learning project

$30-250 USD

Chiuso
Pubblicato circa un anno fa

$30-250 USD

Pagato al completamento
The purpose of this project is to investigate the effectiveness of using image classification to improve search time in massive image galleries (e.g.,the Shutterstock image library has some 50 million images). Two applications of image search are: 1) biometrics authentication for customers who wish to get access to their financial records and 2) people who are interested in searching for an image of a certain person in a image gallery. Given that image search is a very time-consuming process the key question is what can be done to improve efficiency. One approach that immediately comes to mind is whether a hash filter will help. Hash filters have been successfully used in minimizing search time in large textual databases and hence it is natural to ask whether they could be used to accelerate search in image databases. This project will use the hypothesis that a hash function is effective. The question then becomes: how exactly is a hash filter built? Basically, we have two choices: use landmark points on the face as components of the filter or use high level features such as Age, Gender and Race (assuming that the use of low-level features such as pixels will be hopelessly inefficient). In this project we shall take the latter approach.
Rif. progetto: 33035648

Info sul progetto

17 proposte
Progetto a distanza
Attivo 11 mesi fa

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17 freelance hanno fatto un'offerta media di $178 USD
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Top 1% in Freelancer.com Hi, Greetings! ✅checked your project details: ✅Completed Time: In project deadline We have worked on 850 + Projects. I have 6 + years of the experience in same kind of projects. I am available almost 24-7 and am very responsive. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 Kindly contact me via chat for further details and discussion. Thank you Sandeep
$180 USD in 3 giorni
4,9 (139 valutazioni)
7,2
7,2
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Hey! I am professional Machine Learning developer with skills including Java, Python, Algorithm, Machine Learning (ML) and Data Mining. I am Big Data Processing, Machine learning/Computer Vision expert. My programming languages: - Python 2.X, 3.X. - C++ - C# - Php, javascript, java. Examples of worked on: - Bank/Fiscal/Salary/Receipt Document reading, ID/License/Passport card reading. - Traffic Management System using Deep learning object detection(Web/desktop application) - ALPR/ANPR using Deep learning OCR(GPU/CPU-web/desktop/mobile app) - Pdf to text converting application using CRNN OCR. - Face verification. - Eye disease recognition using Image recognition(Tensorflow/Pytorch/Caffe) - Stock/product cost prediction, Stock candle pattern recognition using TensorFlow RNN, and image processing. - Web scrapping. AI platforms I have experienced. - Tensorflow 1.x, 2.x - YOLO v2/v3 - Google Cloud Vision/Document API, AWS Textract API, Azure, and so on. - Caffe 1.0/2.0 - Pytorch. - MxNet Please contact me to discuss more regarding this project. Thanks & regards
$150 USD in 2 giorni
4,7 (32 valutazioni)
6,3
6,3
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You will implement a feedforward artificial neural network (ANN) within Python (using Keras) for the purposes of solving a binary classification task as a mini-research project. For this network, you will be provided a dataset from the finance sector. A description of the dataset is provided in the Data Fields section of this document below. You are expected to appropriately read in the training data, construct an ANN, train the network, and then evaluate it on the testing data. For this you should consider aspects of the network architecture, such as how many hidden layers and nodes are required, for an ‘optimal’ solution. When constructing your network you should only consider changing this parameter, leaving others stationary, and the solver as ‘SGD’. Largely the data has already been transformed ready for the task; however, you should consider how many inputs you wish to provide to the network, both feature-wise, and number of examples. Alongside the Python code, you will write a small report (1500 words maximum) with references (Harvard style) outlining your solution, the architecture chosen, any processing of the dataset, as well as evaluative results. For the purposes of this report, you should carefully consider experimental design, showing comparisons between various different architectures you’ve tried, using evaluative metrics to demonstrate an overall good solution to the task.
$90 USD in 7 giorni
4,8 (3 valutazioni)
3,8
3,8
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Hey, I have implemented similar solutions, but the used technology wasn't machine learning, I'm a senior artificial intelligence engineer, and I think I have some ideas for implementing this project, I would like to discuss it more in the chat.
$300 USD in 15 giorni
4,9 (5 valutazioni)
2,9
2,9
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Hello, my name is Jash Kumar and I am an experienced data scientist. I have worked on many projects with the help of my skills such as Data Analysis, Natural Language Processing (NLP), Machine Learning (ML) and Deep Learning. I understand you are looking for ways to improve search time in massive image galleries and I believe that using a hash filter will be effective at minimizing search time. However, how exactly is a hash filter built? My team has two choices when it comes to building a hash filter: we can use landmark points on the face as components of the filter or use high level features such as Age, Gender and Race (assuming that low-level features such as pixels will be inefficient). We feel confident taking the latter approach as we have successfully used this approach in other projects to accelerate search speed. We would be more than happy to discuss this project further with you and provide any assistance required in order for it to be successful.
$200 USD in 7 giorni
5,0 (3 valutazioni)
2,2
2,2
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Hello Cyberdog , Thank you for your job posting As a senior web developer, I am really GOOD FIT for your project * I Can Start right away and complete it successfully in the shortest time * More than 10 years of expereince in Java, Data Mining, Machine Learning (ML), Algorithm and Python * Completed tons of full projects including project very smiliar to your's * I have good communication skills. * Hard-worker and passionate developer so that complete anything much faster than others I will share all my pastworks smiliar to yours on chat. Ready to start the work immediately. Why don't we have a chat now? Looking forward to hear from you Best regards Volodymyr
$149 USD in 7 giorni
5,0 (1 valutazione)
1,4
1,4
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Hello, Greetings for the Day!!! I have gone through your requirement and understood every aspect of them. I have 5+ years' experience in Java, Python, DSA, Machine Learning (ML), Data Mining. I can fulfil all your requirements for project that requires investigating the effectiveness of using image classification to improve search time in massive image galleries. I have worked on numerous projects that involve image processing and classification. I have experience in building machine learning models using various techniques such as convolutional neural networks (CNNs) and support vector machines (SVMs). I have worked with various image databases, and I understand the challenges that come with searching for specific images in such databases. My understanding of the project's goal is to improve search efficiency in image databases by implementing a hash filter using high-level features such as Age, Gender, and Race. I look forward to the opportunity to contribute my skills to your project. When you want this project to be completed? I will offer you seamless work with optimum quality. Let's talk and get it done. Thanks and regards, Vishal G :)
$250 USD in 30 giorni
0,0 (0 valutazioni)
0,0
0,0
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Hello, I have read your job description carefully. I understand that you are looking for a machine learning expert to develop more efficient search techniques for image databases. As you requested, I will focus on using high-level features such as age, gender, and race as components of the hash filter. I will build and test different hash filters to determine their effectiveness in improving search time. This project includes the following steps: _ Data preparation _ Feature extraction _ Hash function design _ Hash filter testing With my experience in python programming, machine learning and deep learning, I am confident that I can complete this project successfuly. That would be great if we could talk about the deadline and other details of the project. Looking forward to our chat! Naseim
$150 USD in 7 giorni
0,0 (0 valutazioni)
0,0
0,0
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Hi! As a senior ML engineer, I'm excited to apply for this position. A bit about myself, I've been working on AI for 13+ years so far. My experience cover from basic principles to sophisticated ML algorithms. I've worked on many face recognition & detection & liveness detection projects. I look forward to talking to you to share myself and work experience. Let's discuss on the project either! Kind regards. Artem.
$150 USD in 5 giorni
0,0 (0 valutazioni)
0,0
0,0
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Hi Greetings! We are team of software developers. We have big team of around 1500 software developers all over the world associated with us. We have developers working on almost all the technologies. We will assign you a project manager who will assist you during entire process of project completion. We will provide you fast,timely and on time delivery with reasonable and minimum cost. We are a registered company located in Indore,India. We are available right now for the project discussion and can start the project on an immediate basis. We have understood your project requirement We have 9 ++ years of experience in design and development. We can handle projects from small styling to full development from scratch. We will provide a good result in a short time and satisfy you fully. We have experienced developers in Java Python Algorithm Machine Learning (ML) Data Mining WHY-Us: » Ready to Start on Immediate basis & provide proper Testing. » Keep your Data & Website Secure: Daily Progress Updates. » You will get 30-days FREE BUG-SUPPORT even after Project-Completion Please come in touch and let's discuss more detail about your task via chat. Project milestones will be decided during chat. Thanks and Regards Tech India
$250 USD in 7 giorni
0,0 (0 valutazioni)
0,0
0,0

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Bandiera: BELARUS
Gomel, Belarus
5,0
5
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Membro dal dic 30, 2018

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