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---
title: Trashify Demo V1 🚮
emoji: 🗑️
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 4.40.0
app_file: app.py
pinned: false
license: apache-2.0
---
# 🚮 Trashify Object Detector V1
Object detection demo to detect `trash`, `bin`, `hand`, `trash_arm`, `not_trash`, `not_bin`, `not_hand`.
Used as example for encouraging people to cleanup their local area.
If `trash`, `hand`, `bin` all detected = +1 point.
## Dataset
All Trashify models are trained on a custom hand-labelled dataset of people picking up trash and placing it in a bin.
The dataset can be found on Hugging Face as [`mrdbourke/trashify_manual_labelled_images`](https://huggingface.co/datasets/mrdbourke/trashify_manual_labelled_images).
## Demos
* [V1](https://huggingface.co/spaces/mrdbourke/trashify_demo_v1) = Fine-tuned DETR model trained *without* data augmentation.
* [V2](https://huggingface.co/spaces/mrdbourke/trashify_demo_v2) = Fine-tuned DETR model trained *with* data augmentation.
* [V3](https://huggingface.co/spaces/mrdbourke/trashify_demo_v3) = Fine-tuned DETR model trained *with* data augmentation (same as V2) with an NMS (Non Maximum Suppression) post-processing step.
TK - add links to resources to learn more
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