README.md

metadata

title: Trash Classifier
emoji: 🚀
colorFrom: pink
colorTo: purple
sdk: gradio
sdk_version: 5.35.0
app_file: app.py
pinned: false
license: mit
short_description: Classify trash into 6 Categories with 90 percent accuracy

🧠 Trash Classifier - Smart Garbage Sorting AI

This model classifies waste images into one of six recyclable or non-recyclable categories:

• ♻️ Cardboard
• 🧴 Plastic
• 📰 Paper
• 🪙 Metal
• 🍾 Glass
• 🗑 Trash (non-recyclable)

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🚀 Try It Live

Upload an image of trash and the model will predict which category it belongs to.

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📡 API Usage

Call this model programmatically using its REST API:

🔁 Python Example (requests):

import requests

api_url = "https://yasir-13001-trash-classifier.hf.space/run/predict"
image_path = "example.jpg"

with open(image_path, "rb") as f:
    files = {"image": f}
    response = requests.post(api_url, files=files)

print(response.json())

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📦 Input

• JPG or PNG image file

🧾 Output

A dictionary of class names and confidence scores, e.g.:

{
  "paper": 0.85,
  "plastic": 0.03,
  "trash": 0.02,
  ...
}

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🛠 Built With

• PyTorch
• TorchVision
• Gradio
• Hugging Face Spaces

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📚 References

• Hugging Face Spaces Documentation
• Gradio Documentation
• PyTorch Documentation

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👨‍💻 Author

Made with ❤️ by Yasir