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A newer version of the Gradio SDK is available:
5.34.0
metadata
title: Trashify Demo V4 🚮
emoji: 🗑️
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 5.29.0
app_file: app.py
pinned: false
license: apache-2.0
🚮 Trashify Object Detector V4
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.
Demos
- V1 = Fine-tuned Conditional DETR model trained without data augmentation.
- V2 = Fine-tuned Conditional DETR model trained with data augmentation.
- V3 = Fine-tuned Conditional DETR model trained with data augmentation (same as V2) with an NMS (Non Maximum Suppression) post-processing step.
- V4 = Fine-tuned RT-DETRv2 model trained without data augmentation or NMS post-processing (current best mAP).
TK - add links to resources to learn more