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Deep Images!

$750-1500 USD

Closed
Posted over 4 years ago

$750-1500 USD

Paid on delivery
+++ Any method of applying to this job outside of freelancer via email, linkedin or pigeon post will get you disqualified immediately! We have a data set of 500K images that you need to train and come up with an accurate formula. Each image has a score which represents its quality. If you know what you're doing - you will be able to train a model that will predict the quality score of the next image, based on the dataset. We need the model to run Android, iOS and Win. Please explain what approach are you going to use and what training model? ***Please start your msg with the words "I'm a deep expert!" Thanks.
Project ID: 20862931

About the project

13 proposals
Remote project
Active 5 yrs ago

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13 freelancers are bidding on average $1,038 USD for this job
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I'm a deep expert! Pro Image classifier/Math/Algorithm/ Machine Learning/AI Expert! Dear employer Once saw a your project, it was very attracted my mind because I am very interested in your project and also, have rich experiences and high skills on these fields because I have been working in this fields for 7+ years. If given a chance, I am highly confident in my ability to deliver the highest quality. I am confident that my involvement in your project will bring it to a successful launch, on time and within budget. I look forward to hearing from you. Kind Regards
$750 USD in 7 days
4.6 (20 reviews)
6.1
6.1
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I'm a deep expert! Hey, I will use the Convolutional Neural Network. CNN is the best algorithm for Image data, with no doubt. I can tell what I am going to do exactly If I can get more details like see a few sample images, is the quality number categorical or numerical? Anyway, I have completed at least 30-40 projects like this. I will preprocess the images, augment it to create more data (rotate them, zoom them, crop them), and try different CNN model architecture, and use the best model. One problem: I don't know Android or iOS development. I can use "MLModel" library for converting the CNN model to a model in iOS format, but I am not sure about Android. If you want to go with me, I will only be able to do the part of building the model, you need to find someone else to integrate it with Android and iOS. We can discuss the details over chat, feel free to message me and ask any question. Let me talk about my experience now. I have been working as a Data Scientist & Machine Learning Engineer for more than one year now. Experience with: - Deep Learning: Deep Neural Networks, Convolution Neural Networks, Recurrent Neural Networks etc. - Gradient Boosting algorithms - Natural Language Processing - Unsupervised learning Some of the projects on which I worked are: - Bird Detection: Prevent collision between Birds and Wind Turbine. - Age, Gender prediction by looking at the face of a person - Hair Segmentation - Image Segmentation
$750 USD in 7 days
5.0 (22 reviews)
5.2
5.2
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"I'm a deep expert!" Hi, I am an engineer specializing on computer vision and machine learning applications. I have years of experience working on production-level computer vision based applications such as smart surveillance, object detection and tracking, semantic and instance segmentation, face recognition, person-reidentification, facial attribute detection, and various other applications. I have a very broad knowledge from image processing algorithms to machine learning and deep learning techniques. I have a very good knowledge in python programming, openCV (both C++ and Python), and other libraries/tools neccesary such as tensorflow, keras, pytorch, etc. Moreover I am good with designing custom network layers, loss fucntions, etc depending on the requirements and also to optimize the models. The problem seems to be regression based, and if sequence of images are involved in predictions, then a combination of CNN-LSTM can be used to determine the final quality score. I would like to know more information to come up with a better approach. The trained models will be able to be converted CoreML for iOs). Regards, Dilina
$1,250 USD in 7 days
5.0 (1 review)
2.2
2.2
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Dear ! I'm ready for your Job this is owner able for me I'm work for you and complete it in professional way. Looking forward with you. Regards: theatasolution
$750 USD in 1 day
4.0 (1 review)
1.8
1.8
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I am a deep expert! And have experienced a lot. This project is very interesting for me and perfect fit for my skills. I would like to discuss more details with you. Hope to meet you soon. Best Regards
$1,125 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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I am a deep expert. Hi! I am an expert in Deep Learning and Machine learning python stack, sickit-learn,keras,tensorflow, numpy,pandas,matplotlib. I did my bachelors with majors in Deep Learning and Machine Learning. I am dedicated and passionate, and will do a perfect job. I would love to work for you. I hope you will consider me for this project. My approach would be to use an SSD mobileNet or a ConvNet since you'll be using on the Android/IOS to train the model in batches. I would implement custom loss function if needed and try out a bunch of them to see what gives the best result. Regards, Asad
$1,000 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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"I'm a deep expert!" Hi,dear. I am a senior software developer. I am familiar with machine learning. I have just checked your project description, I am able to complete this project. I am looking forward to your response. Thanks.
$1,125 USD in 10 days
0.0 (0 reviews)
0.0
0.0
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Hi, I am a PhD of artificial intelligence who is interested to work on your project. I am interested to complete your project. I will complete this project with the best quality. I need more details for exact price and time. Best.
$750 USD in 45 days
0.0 (1 review)
2.2
2.2
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I'm a deep expert if you want me to finish your job firstly tell me please about the data and the scoring. What is the size of each image.
$750 USD in 15 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of ISRAEL
Tel Aviv, Israel
5.0
43
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Member since Dec 26, 2011

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