Added ResNet50 Model - Githubissues

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Added ResNet50 Model #414

Closed Ishita-Jena closed 3 days ago

Ishita-Jena commented 1 week ago

Description

I've added the resnet50 model with an accuracy of 78%.

Fixes #377

Type of change

[ ] Added a new machine learning frameworks, libraries or software.
[Yes] Documentation update

Checklist:

[Yes] My code follows the style guidelines of this project
[Yes] I have performed a self-review of my own code
[Yes] I have commented my code, particularly in hard-to-understand areas
[Yes] I have made corresponding changes to the documentation
[Yes] My changes generate no new warnings

github-actions[bot] commented 1 week ago

Thank you for submitting your pull request! 🙌 We'll review it as soon as possible. In the meantime, please ensure that your changes align with our CONTRIBUTING.md. If there are any specific instructions or feedback regarding your PR, we'll provide them here. Thanks again for your contribution! 😊

Ishita-Jena commented 1 week ago

@sanjay-kv would u please review and merge my pr?

Ishita-Jena commented 5 days ago

I've done the changes. Please check it out.

Ishita-Jena commented 3 days ago

I used the ResNet50 model on the CIFAR-10 dataset, which consists of 60,000 32x32 images belonging to 10 different classes, including cat, dog, bird, airplane, and more. The problem we're solving is image classification, where the model learns to identify and categorize these images into their respective classes.

Ishita-Jena commented 3 days ago

Should I add the explanation to the code for more clarification?

sanjay-kv commented 3 days ago

yes please, i didnt understood much looking at it.

Ishita-Jena commented 3 days ago

I've added explanations and eda for more clarity. Please see if it's alright or more changes are required.