fine tune a small cnn network using cifar 100 dataset

$10-30 USD

Completed

Posted

over 4 years ago

$10-30 USD

Paid on delivery

For finetuning, you will use data from “bus” and “tiger” classes of CIFAR-100 data set. Your task is to find out how to finetune a pretrained CNN model, use the training data (I think 500 images for each class) “bus” and “tiger” classes for finetuning the network, and verify the accuracy with the test data (100 images per class) of the same 2 classes. Fine tune can be performed on the selected layers of the pretrained model. You need to record the test accuracy when you finetune the last layer, last two layers, last three layers, last four layers, and all five layers.

Machine Learning (ML)

Keras

Neural Networks

Project ID: 22333042

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3 proposals

Remote project

Active 4 yrs ago

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Awarded to:

@pprabhakar003

Hello dear client, I have 6 years of experience in Deep Learning. I have deep understanding of algorithm implementations updated with state of the art algorithms like BERT, Deep Speech etc. I have worked in CNN, NLP, Machine Language translation as well as Computer vision problem statements. I have also worked on statistical problems using deep learning solutions. With such vast experience in Deep learning , I can assure you, I could provide you a robust and state of the art solution to your problem statement. The delivery of the work is subject to the problem statement. Let me have this opportunity to solve your problem. Your satisfaction is my confidence. Regards, Prabhat

$111 USD in 2 days

5.0

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3 freelancers are bidding on average $87 USD for this job

@usamamw141

Hey there, I am expert in Deep learning and I can do this work. Feel free to inbox me any time so that we can discuss more. Thank you.

$50 USD in 1 day

4.9

(18 reviews)

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@freelanceDL

Hello there, I am a machine learning/deep learning enthusiast and freelance engineer. I have previous experience in working with datasets like CIFAR and pretrained models. I am interested in your project. Please message me and share more details about your project, if you would like to hire me. Regards.

$100 USD in 15 days