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Create a binary classifier to implement on images with a report

This task requires you to do some binary classification on a set of testing images (sunny images vs not sunny images). You will be provided with:

- 259 labelled training data

- 2818 of test data, which are not labelled.

Each data instance is represented as a 4608 dimensional feature vector. This vector is a concatenation of 4096 dimensional deep Convolutional Neural Networks (CNNs) features extracted from the fc7 activation layer of Caf-feNet 1 and 512 dimensional GIST 2 features

The task is to develop a binary-class classifi er that predicts the labels for the test data set.

Additionally, you are also provided with three types of information that might be useful when building your classifier:

a) additional 2331 labelled training data which is incomplete as it has missing feature values

b) confidence of the label annotation for each training data point (259 labelled training data and additional but incomplete 2331 labelled training data)

c) the proportion of positive (sunny) data points and the proportion of not sunny data points in the test set.

You can choose to incorporate or to ignore these additional data.

The report will consist of 3 stages, approach, method, results and discussions. More information will be given in a pdf when speaking to the chosen freelancer

Keahlian: Pembelajaran Mesin, Neural Networks, Python

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Tentang Pemberi kerja:
( 3 ulasan ) Brighton, United Kingdom

ID Proyek: #19269839

Diberikan kepada:

nkoutroumpinis

Hey there! I am working as a professional machine learning engineer with multiple years of experience in the field of machine learning. You can check out my profile reviews to get a first impression of the delivera Lebih banyak

£138 GBP dalam 2 hari
(16 Ulasan)
5.4

24 freelancer menawar dengan rata-rata £121 untuk pekerjaan ini

dinhfreedom

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Binary Classification Programming. I'm really confident about your project, and very eager to join your project. If Lebih banyak

£150 GBP dalam 10 hari
(63 Ulasan)
6.4
uzairrzahid

Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine Lebih banyak

£111 GBP dalam 5 hari
(39 Ulasan)
5.7
williams115

-Professional Machine Learning, Neural Networks, Python expert ! Best Result in Time!------------------------------ Hello sir. I've really rich experience for your project, so your project is very interesting to me. Lebih banyak

£100 GBP dalam 10 hari
(31 Ulasan)
5.7
liveexperts123

Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the Lebih banyak

£140 GBP dalam 3 hari
(13 Ulasan)
5.8
nodinh325

Hi, I am an expert in Image classification. I am very familiar with binary classifier of images. I can do your project perfectly. Waiting for your response. Thanks.

£100 GBP dalam 10 hari
(22 Ulasan)
4.9
muller1998926

Hello, dear! I am interested in your project. I have extensive experience in image processing and computer vision such as feature extraction, segmentation, classification, object detection, image recognition, real ti Lebih banyak

£150 GBP dalam 10 hari
(9 Ulasan)
4.6
umg536

Hello there, This is a default bid made. we'll discuss the price later in the chat after reading your project i can do this for you perfectly.I still have a few questions. please leave a message on my chat so we can di Lebih banyak

£140 GBP dalam 3 hari
(6 Ulasan)
4.3
sunny2309

Hello, I have good experience with Python and its libraries related to ML/DL like scikit-learn, statsmodels, nltk, pytorch, numpy, pandas, matplotlib etc. I can help you implement binary classifier using my knowledg Lebih banyak

£138 GBP dalam 10 hari
(18 Ulasan)
4.3
blackbox311

Hi. I am an expert in image processing. I have many experiences in Image classification. I am sure I can do it. We can discuss details via chat. I wait for you now. Thanks.

£100 GBP dalam 10 hari
(7 Ulasan)
3.9
sodiqa32

I have gone through your project details "Create a binary classifier to implement on images with a report"Looking for a candidate that is extremely familiar with the responsibilities associated with the role and can pe Lebih banyak

£100 GBP dalam 1 hari
(4 Ulasan)
3.4
MariosKaratiso

Hello, I am Marios Karatisoglou, a software developer with a Bachelor in Computer Science. Since my main focus is data science and machine learning, I have strong knowledge in machine learning algorithms and Python pro Lebih banyak

£100 GBP dalam 10 hari
(8 Ulasan)
3.3
segredominic

Hey there. I’m interested in working on your machine learning project. I have expertise in ML and AI and I have implemented CNN classifier

£105 GBP dalam 3 hari
(5 Ulasan)
3.1
usamamw141

Hi there, I have done several projects in Computer vision and object detection using Deep learning techniques. I can do this one too. Please inbox me any time so that we can discuss further.

£100 GBP dalam 3 hari
(7 Ulasan)
2.5
alexreichenbach

I've worked at a Kleiner-Perkins funded AI startup for the past two summers. I've focused especially in on CNN (Convolutional Neural Networks). Creating a model as you described should be no problem at all. If you w Lebih banyak

£138 GBP dalam 10 hari
(2 Ulasan)
2.5
iphonedev118

Thanks for your job posting! I am a C++ & Python Developer and your project is very interesting for me. Good relationship with client is more important than money for me. But I will work with low price for our long- Lebih banyak

£100 GBP dalam 5 hari
(1 Ulasan)
1.3
psh55eff8fddea54

Greetings, My name is Parth Sharma and I am an expert in Deep Learning. I would love to have an opportunity to discuss the project with you. I have over 2 years of experience in developing and deploying machine lear Lebih banyak

£111 GBP dalam 2 hari
(1 Ulasan)
0.0
alexsynmaxim

Hello I have read your project description carefully. I am very interested in your project because I have skills you want. I have been working in image processing for 8 years. So I have sensitive algorithm for clas Lebih banyak

£100 GBP dalam 5 hari
(0 Ulasan)
0.0
ODDDTechnologies

Hey there, We are a group of highly skilled people in Machine Learning, Python and Web Development, people that work in our ranks were top freelancers in this platform and other freelancing platforms. We are sear Lebih banyak

£100 GBP dalam 10 hari
(0 Ulasan)
0.0
fatihuludag

I am a PhD student and my research areas Machine Learning, Deep Learning and Big Data. I have completed Adrian Rosebrocks courses. We can talk about details Have a nice day

£111 GBP dalam 10 hari
(0 Ulasan)
0.0
imatif17

In this classification firstly I will explore the labelled images. After that based on the exploration I will decide the model structure (i.e., number of convolution layer , type of pooling ,filter size etc). Before f Lebih banyak

£111 GBP dalam 5 hari
(0 Ulasan)
0.0