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๐Ÿถ AsoBreed-Classifier-Tagalog

Model Description

Ang AsoBreed-Classifier-Tagalog ay isang AI image classification model na ginawa upang makilala ang ibaโ€™t ibang breed ng aso gamit ang larawan.
Layunin nitong makatulong sa mga pet owners, estudyante, at AI learners na madaling ma-identify ang lahi ng aso gamit ang computer vision.

Ang model na ito ay may Tagalog-based documentation upang maging mas accessible para sa mga Filipino users.


Supported Dog Breeds

  • Labrador Retriever
  • Golden Retriever
  • German Shepherd
  • Bulldog
  • Poodle
  • Beagle
  • Rottweiler
  • Siberian Husky
  • Chihuahua
  • Shih Tzu

Intended Use

Maaaring gamitin para sa:

  • Educational AI projects
  • Image classification demos
  • Pet breed identification apps
  • Learning reference sa Hugging Face

Hindi inirerekomenda para sa:

  • Veterinary diagnosis
  • Official dog breed certification

Model Details

  • Task: Image Classification
  • Domain: Computer Vision
  • Input: Larawan ng aso (JPEG / PNG)
  • Output: Predicted dog breed
  • Framework: PyTorch / TensorFlow

Training Information

  • Trained gamit ang labeled images ng ibaโ€™t ibang breed ng aso
  • Standard image preprocessing (resize, normalization)
  • Fine-tuned para sa common dog breeds

Limitations

  • Posibleng bumaba ang accuracy kapag:
    • Halo ang breed ng aso
    • Mababa ang quality ng larawan
    • Hindi kasama ang breed sa supported list

Ethical Considerations

  • Ginawa lamang para sa educational at experimental use
  • Hindi dapat gamitin bilang kapalit ng professional advice

License

MIT License


Author

Jomarie Atadero


Acknowledgements

Salamat sa open-source AI community at sa mga contributors na tumulong sa pag-develop ng image classification models.

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