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Solving over fitting problem in computer vision project, data augmentation

1 of the files Data needs Data augmentation to increase number of images from 24 to 240

Code

rom keras import regularizers

IMG_SIZE = 224

input_shape = (IMG_SIZE, IMG_SIZE, 3)

model4 = [login to view URL]()

[login to view URL](Conv2D(32, kernel_size=(3, 3),activation='LeakyReLU',padding = 'Same',input_shape=input_shape,kernel_regularizer=[login to view URL](l1=1e-5, l2=1e-4),bias_regularizer=[login to view URL](1e-4),activity_regularizer=[login to view URL](1e-5)))

[login to view URL](Conv2D(32,kernel_size=(3, 3), activation='LeakyReLU',padding = 'Same',kernel_regularizer=[login to view URL](l1=1e-5, l2=1e-4),bias_regularizer=[login to view URL](1e-4),activity_regularizer=[login to view URL](1e-5)))

[login to view URL](Conv2D(filters=64, kernel_size=(3, 3), activation='relu'))

[login to view URL](Flatten())

[login to view URL](Dense(64, activation='LeakyReLU'))

[login to view URL](Dense(num_classes, activation='softmax'))

[login to view URL]()

[login to view URL](optimizer=[login to view URL](lr=3e-4),loss='categorical_crossentropy',metrics=['accuracy'])

history4=[login to view URL]([login to view URL]([login to view URL]),

epochs=30,

verbose=2,

validation_data=[login to view URL]([login to view URL]))

Compétences : Python, Algorithme, Intelligence Artificielle, Science des données

Concernant le client :
( 0 commentaires ) Old Toronto, Canada

Nº du projet : #34392902

16 freelances font une offre moyenne de 41 $ pour ce travail

(241 Commentaires)
7.6
ExpertSoul

I can do this project as per your desire hope we can discuss more project details deadline, and the budget via a private chat. I am looking forward to your response. Thank you

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6.9
tadinhkien

Greetings! How are you today? Thanks for posting this job. I have checked your project description. ✅I'm AI engineer also Developer with 6+ years experiment.✅ I am very familiar to Deep learning such as Tensorflow an Plus

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6.0
mykhailodew

Master in Machine Learning and Python Hello, I hope you are safe and Doing well I have seen your project requirements, I am looking to discuss them further with you Hope we will meet soon to discuss further . Coming to Plus

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5.6
mohamedabdelall4

Hi, I am sure that I can do this job. I'm artificial intelligence engineer experienced in computer vision, data science, machine/deep learning using Python programming. I accomplished many projects like yours. Feel fr Plus

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5.0
avinashdubeyg209

Hi there, I am an ML engineer. I can start right away and deliver within the deadline. So, Let’s have a quick conversation. I can be more specific once we get all the requirements and information required to execute th Plus

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3.5
eduardoherreral4

Hello! ⭐⭐⭐ I have lots of experience in python, cnn. ⭐⭐⭐ I can help you with your project at a high level! My skills and experience is a great match for your needs. I can start now. Hope to work with you. Thanks.

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2.9
santiagomac841

Python Developer Dear client, Santiago is always ready for you. I am a python Developer and having 6 years of experience. I have experience in the following Skills. Skills - Data Science, R Studio, Python, Algo Tra Plus

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1.7
ObaidML01

Hi , You are for someone who are familiar with python and data augmentation . Data augmentation is one of the technique of tackling overfitting . I have used data augmentation in the project detecting multiple food i Plus

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0.6
NurlanRecebov

Hi my name is Nurlan I am full stack developer I can fix this problem I have alternative if you want contact with me

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0.0
sajidcobain94

I have experience working in developing Deep Learning Applications for 4 years including data augmentation. As a result I believe I am a perfect candidate for this project.

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0.0
moharoon1

Hello there. This is Haroon Kim from United States. I have checked your project description carefully and I think that I can help you to complete this project 100% perfectly sure to satisfy your requirement. I'd like t Plus

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ronaldragul

Hi I'm a data analyst with some quality skills on image preprocessing.I can fix this for [login to view URL] you're willing me to take [login to view URL] ping me.

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0.0
ctjc11

Hi! I have seen your requirements and i know i can help with this. I have experience in augmenting images to help with the accuracy of ml models and i would love to help you with this. Please get in contact with at yo Plus

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kesavasmart111

Data augmentation can be easily achieved by making little tweaking to the images like: Rotating Flipping Changing the focus etc., And I can do that in simple way

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