https://github.com/versi379/dog-breed-classification

Stanford dogs dataset breed classification with Xception (CNN)
https://github.com/versi379/dog-breed-classification

cnn dog-breed-classification stanford-dogs-dataset xception

Last synced: about 1 year ago
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Stanford dogs dataset breed classification with Xception (CNN)

• Host: GitHub
• URL: https://github.com/versi379/dog-breed-classification
• Owner: versi379
• Created: 2024-03-20T17:11:31.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-09-24T09:04:34.000Z (over 1 year ago)
• Last Synced: 2025-02-08T09:24:18.766Z (over 1 year ago)
• Topics: cnn, dog-breed-classification, stanford-dogs-dataset, xception
• Language: Jupyter Notebook
• Homepage:
• Size: 1.33 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
* Developed a CNN-based deep learning model to categorise dog breeds, utilising the Stanford Dogs Dataset for

preprocessing, training, and evaluation

* Implemented an optimised CNN architecture, leveraging Xception with 71 layers, registering 83% accuracy rate