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CNN (Convolutional Neural Network) Matlab or Python

$10-30 USD

Terminado
Publicado hace alrededor de 5 años

$10-30 USD

Pagado a la entrega
I want to classify the images into eight labels using CNN (convolutional neural network) or other deep learning techniques (GAN etc). These images are the vessels (merchant ship and towing ship) light at night. I cut the noise from the raw image using Paint program by manual. Challenge; 1) The pixel size of all images is different. It is because of cutting the image using the Paint program by manual. I think all images need to be rescaled. 2) As you can see, the data is not enough. It needs to be augmented using rotating, noise etc. Requirement; 1) augmentation; rotating angle [-10, 10], noise(salt and pepper etc) 2) divide the images into train and test data 3) model (layer); VGGNet, GoogleNet, ResNet, enseNet or reconstruct the model 4) drop out to reduce overfitting 5) Loss(cross entropy) 6) precision and recall Please make a code for this project using Matlab or Python. I attached the powerpoint for understanding this project well. I will share all images by Google Drive. [login to view URL]
ID del proyecto: 19185692

Información sobre el proyecto

5 propuestas
Proyecto remoto
Activo hace 5 años

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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 learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards
$250 USD en 5 días
4,9 (83 comentarios)
6,3
6,3
5 freelancers están ofertando un promedio de $145 USD por este trabajo
Avatar del usuario
I am a professional ML/NLP Engineer in an IT company with 3+ years of Python, Machine learning and Natural Language processing, have experience working with many challenging problems and also with different tools and libraries like Scikit-learn, keras with backend tensorflow, and word2vec, fasttext, textacy etc, let me know if you are interested
$250 USD en 1 día
4,9 (61 comentarios)
6,5
6,5
Avatar del usuario
Hi I'm an expert in machine learning and python I worked on many projects contact me get wonderful results with responsible time
$25 USD en 3 días
5,0 (4 comentarios)
4,3
4,3
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I have worked on similar project. I can do your work. I will use VGG like architecture to develop CNN model.
$98 USD en 3 días
5,0 (2 comentarios)
1,7
1,7

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Bandera de KOREA, REPUBLIC OF
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Miembro desde ago 5, 2016

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