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Convulutional Neural Network design by metaheuristics

This is a fixed price project of $40.

We are looking for an expert in CNN and metaheuristics, to write a jupyter python script for automaticlly designing CNN architecture by different swarm-intelligent algorithms, such as ABC, Bat algorithm, Firefly algorithm, whale optimization algorithm on MNIST and CIFAR. Each line should be commented and explained in the script. The script should also contain accuracy vizualization for each experiment, confusion matrix, algorthm comparison, other visualizatoin etc. The results should be stored and saved in csv file. The parameters that should be optimize are the following: number of convolutional layer, number of filters for each convolutional layer, filter size for each convolutional layer, activation function, pooling layer size, number of fully connected layers, number of neurons in each layer, weight regularization in each fc layer, droput rate, batch size, learning rule and learning rate.

When you apply, please specify the time you would need to complete the project and which other visualization technique you would use and which similar project did you do before.

Навыки: Python, Алгоритмы, Machine Learning (ML), Deep Learning

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О работодателе:
( 0 отзыв(-а, -ов) ) Belgrade, Serbia

ID проекта: #24950942

5 фрилансеров(-а) готовы выполнить эту работу в среднем за $226

fabienbenoit1984

Hello! I'd like to deliver neural architecture search study in 2 days. I'm familiar with NAS, RL, deep learning, pytorch. I'll do the job blazingly fast. Please, give me a try!

$550 USD за 2 дней(-я)
(12 отзывов(-а))
5.4
umairkaramat24

Hello sir/mam, how are you doing? I have read the project detail and really interested in your project, I am full stack developer with multiple frameworks, I have great experience doing similar jobs regarding to these Больше

$155 USD за 11 дней(-я)
(7 отзывов(-а))
4.1
imtiazhussain03

i have read your project and i m interested in your project. i have done similar project like this before and understand your requirements. but i have also some questions if you are interested than lets talk about you Больше

$120 USD за 10 дней(-я)
(1 отзыв)
1.6
netom27

Hi! I am a Ph.D. student in Statistics and Machine Learning. I have great expertise in the application of statistical methodologies and ML algorithms. I am writing about machine learning, deep learning, AI for many blo Больше

$250 USD за 7 дней(-я)
(0 отзывов(-а))
0.0
amehboob1609

Dear, I have worked on many projects on CNN in python i have a strong grip on the concept and language. Regards Relevant Skills and Experience CNN design for Classification of DR using 30000 images. CNN desing for met Больше

$56 USD за 5 дней(-я)
(0 отзывов(-а))
0.0