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--- |
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title: Iti110 |
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emoji: 🌖 |
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colorFrom: gray |
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colorTo: green |
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sdk: gradio |
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sdk_version: 5.18.0 |
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app_file: app.py |
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pinned: false |
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short_description: Birdcall Project |
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--- |
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# BirdCall Classification |
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This repository contains a Gradio web app for classifying bird species from MP3 recordings of bird calls. The app uses a pretrained ResNet50 model combined with an RNN to process mel spectrogram segments of the audio and can detect multiple bird species within a long audio file. |
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## Files |
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- **app.py**: Main Gradio app script with updated inference to detect multiple bird species. |
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- **model_weights.pth**: Trained model weights. |
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- **class_mapping.json**: JSON file mapping class indices to bird species names. |
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- **requirements.txt**: Python dependencies. |
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## How to Run Locally |
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1. **Clone the repository:** |
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```bash |
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git clone https://github.com/yourusername/your-repo-name.git |
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cd your-repo-name |
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference |
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