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Dog breed classification #115

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IkkiOcean
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Closes: #88

  • Info about the related issue (Aim of the project) : Dog Breeds Classification using deep learning
  • What I have done:
    • Data Preprocessing: Images were resized, normalized, and split into training, validation, and testing sets.
    • Model Selection: Three different deep learning architectures (MobileNetV2, Vgg19, and ResNet50V2) were trained.
    • Evaluation Metrics: The models were evaluated based on their classification accuracy on the validation and test sets.

MODELS USED AND THEIR ACCURACIES

Model Accuracy
MobileNetV2 96.28%
Vgg19 91.85%
ResNet50V2 96.28%

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github-actions bot commented Oct 6, 2024

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! 😊

@UppuluriKalyani UppuluriKalyani merged commit 1287a43 into UppuluriKalyani:main Oct 6, 2024
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Feature request: Dog Breeds Classification
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