metadata

title: Iti110
emoji: 🌖
colorFrom: gray
colorTo: green
sdk: gradio
sdk_version: 5.18.0
app_file: app.py
pinned: false
short_description: Birdcall Project

BirdCall Classification

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.

Files

app.py: Main Gradio app script with updated inference to detect multiple bird species.
model_weights.pth: Trained model weights.
class_mapping.json: JSON file mapping class indices to bird species names.
requirements.txt: Python dependencies.

How to Run Locally

Clone the repository:

git clone https://github.com/yourusername/your-repo-name.git
cd your-repo-name

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference