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---
title: Trash Object Detection Demo ๐Ÿšฎ
emoji: ๐Ÿ—‘๏ธ
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 5.43.1
app_file: app.py
license: mit
---

# ๐Ÿšฎ Trash Object Detector
Object detection demo to detect `trash`, `bin`, `hand`, `trash_arm`, `not_trash`, `not_bin`, `not_hand`.

Used as example to encourage people to clean up their local area.

If `trash`, `hand`, `bin` all dected = +1 point.

## Dataset
The model is trained on a custom dataset, hand-labelled of people picking up trash and placing it in a bin.

The dataset is found in Hugging Face as [`mrdbourke/trashify_manual_labelled_images`](https://huggingface.co/datasets/mrdbourke/trashify_manual_labelled_images).