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Cifar10 Dataset in R

₹600-1500 INR

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Lagt ut nesten 5 år siden

₹600-1500 INR

Betalt ved levering
see details 1. Clear the session and load the CIFAR10 data into a variable called cifar. (5 points) 2. Create a small training dataset using the first 1000 training images (and the corresponding labels) from CIFAR10. Similarly, create a small test dataset (and the corresponding labels) using the first test 500 images from CIFAR10. (5 points). 3. Create one-hot encoding for the labels for both train and test labels. (5 points) 4. Instantiate a VGG16 convolutional base without the top layer. (5 points) 5. Extract features from the CIFAR10 images so as to fit the conv_base. (40 points) 6. Flatten the features in order to feed them to a densely connected classifier. (5 points) 7. Build a model with one dense layer with 256 units and “relu” activation, one dropout alyer with 50% dropout rate, and a dense output layer with appropriate parameters. (15 points) 8. Compile the model with categorical_crossentropy as the loss function and optimizer_rmsprop with 0.01% learning rate (lr=0.0001). (5 points) 9. Fit the model using 30 epochs. Plot the loss and accuracies. (5 points) 10. Note that the model is likely to have low accuracy. Explain why. (10 points)
Prosjekt-ID: 19340099

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3 forslag
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Aktiv 5 år siden

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I have lot of experience with R and deep neural networks. i have a specialization in neural network which finished in coursera
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3 freelancers are bidding on average ₹4 814 INR for this job
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Dear sir, I assume you are now reading my bid, and this is my pleasure. i found your job posting and i think i would be a great fit. I am a good machine learning developer, i realised many projects before with Tensorflow and opencv. and since i am computer science student, my rate is always cognitive improvement, then financial fare. I'd like to talk to you further, you could send me a private message or text me via one of social media that suits you. "I am not the best but i will try my best" Best regards, Trappist.
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Hello there, my name is Henzel, Im computer Engineer, expert in deep learning models and architetures. I will be please to develop this project for you. I already done similar pprjects like this and you can see on my github :henzelol. text me for getting more infos if you want me to do it. thanks for the chance
₹3 666 INR om 4 dager
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Om klienten

INDIAs flagg
Ahmedabad, India
5,0
1
Betalingsmetode bekreftet
Medlem siden des. 25, 2018

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