Spaces:
Sleeping
Sleeping
title: The DogID App | |
emoji: ๐ฆฎ | |
colorFrom: green | |
colorTo: indigo | |
sdk: streamlit | |
sdk_version: 1.35.0 | |
app_file: app.py | |
pinned: false | |
license: mit | |
short_description: An AI model that predicts the breed of a dog from an image | |
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference | |
# ๐ถ The DogID App | |
Welcome to **The DogID App** โ a fast and fun way to identify dog breeds using deep learning. Just upload a dog image and our app will predict the most likely breed out of 120 possibilities. | |
## ๐ How it works | |
This app uses a fine-tuned MobileNetV2 deep learning model trained on the [Kaggle dog breed identification dataset](https://www.kaggle.com/competitions/dog-breed-identification/data) and powered by TensorFlow and Streamlit. | |
## ๐ฆ Features | |
- ๐ธ Upload your own dog photo | |
- ๐ง Real-time breed predictions | |
- ๐ Deployed on Hugging Face Spaces | |
- ๐จ Light mode enforced for consistent visuals | |
## ๐ ๏ธ Built With | |
- Python ๐ | |
- TensorFlow / Keras | |
- Streamlit | |
- Hugging Face Spaces | |
## ๐ File Overview | |
- `app.py` โ Streamlit app script | |
- `requirements.txt` โ Python dependencies | |
- `.streamlit/config.toml` โ Forces light mode | |
- `dog_breed_ID_batch32_cache_prefetch.keras` โ Trained model | |
- `assets/` โ Logo and image files | |
## ๐ License | |
This project is licensed under the MIT License โ see `LICENSE` file for details. | |
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Enjoy using **The DogID App**! ๐พ | |