https://github.com/mohammadhprp/k9-vision
A deep learning project leveraging TensorFlow and transfer learning to classify various dog breeds from images.
https://github.com/mohammadhprp/k9-vision
ai deep-learning tensorflow
Last synced: about 1 month ago
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A deep learning project leveraging TensorFlow and transfer learning to classify various dog breeds from images.
- Host: GitHub
- URL: https://github.com/mohammadhprp/k9-vision
- Owner: mohammadhprp
- Created: 2024-04-03T14:45:58.000Z (about 2 years ago)
- Default Branch: master
- Last Pushed: 2024-04-03T15:04:33.000Z (about 2 years ago)
- Last Synced: 2025-07-18T14:52:21.620Z (12 months ago)
- Topics: ai, deep-learning, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 6.51 MB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# K9 Vision 🐶
## Technology Used
In this project, I utilized the following technologies:
- **Python**: The primary programming language used for development.
- **TensorFlow 2.x**: Deep learning framework for building and training machine learning models.
- **TensorFlow Hub**: Repository for reusable machine learning modules, including pre-trained models.
- **Google Colab**: Cloud-based platform for running Python code using Jupyter notebooks.
## Kaggle Competition
We are participating in the [Dog Breed Identification](https://www.kaggle.com/c/dog-breed-identification/overview) competition on Kaggle. You can find more information about the competition and its overview [here](https://www.kaggle.com/c/dog-breed-identification/overview).
## Results on Real-World Images
Here a result from our deep learning models applied to real-world images:
