https://github.com/aleksandarbuk/dogvision
Neural Networks dog breed classifier model developed on Google Collab from Kaggle Dog Breed Identificator dataset.
https://github.com/aleksandarbuk/dogvision
google-colab tensorflow tensorflow-hub
Last synced: about 2 months ago
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Neural Networks dog breed classifier model developed on Google Collab from Kaggle Dog Breed Identificator dataset.
- Host: GitHub
- URL: https://github.com/aleksandarbuk/dogvision
- Owner: AleksandarBuk
- Created: 2023-10-07T19:35:50.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-02-28T19:11:47.000Z (about 1 year ago)
- Last Synced: 2025-01-29T16:29:30.496Z (4 months ago)
- Topics: google-colab, tensorflow, tensorflow-hub
- Language: Python
- Homepage:
- Size: 20.6 MB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Dog Breed Classifier
This is a dog breed classifier neural networks model that was developed using the dataset from the Kaggle competition [Dog Breed Identification](https://www.kaggle.com/c/dog-breed-identification).
## Overview
I created this model as a late submission to test its accuracy in identifying dog breeds. The project utilizes various tools and technologies to build a neural network for dog breed classification.
## Tools Used
The following tools and libraries were used in the development of this model:
- TensorFlow
- Keras
- TensorFlow Hub
- Matplotlib
- NumPy
- Pandas
- Flask (for deploying the model)
- Google Cloud (for model training)
## Google Colab
The initial development and training of this model were done on Google Colab. You can find the Colab notebook in the repository, which details the model's architecture and training process.
## Link to Google Colab:
* https://colab.research.google.com/drive/123imCLNR11obedYVACASwUQhT2RvLDqX?usp=sharing
## How to Use
If you would like to try out this model locally or deploy it on your own, you can follow the instructions in the documentation or source code. Feel free to reach out for any questions or feedback.
## License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
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**Note:** The deployed model link is currently unavailable.