|
--- |
|
task_categories: |
|
- object-detection |
|
tags: |
|
- roboflow |
|
--- |
|
|
|
### Roboflow Dataset Page |
|
[https://universe.roboflow.com/material-identification/garbage-classification-3/dataset/2](https://universe.roboflow.com/material-identification/garbage-classification-3/dataset/2?ref=roboflow2huggingface) |
|
|
|
### Dataset Labels |
|
|
|
``` |
|
['biodegradable', 'cardboard', 'glass', 'metal', 'paper', 'plastic'] |
|
``` |
|
|
|
### Citation |
|
|
|
``` |
|
@misc{ garbage-classification-3_dataset, |
|
title = { GARBAGE CLASSIFICATION 3 Dataset }, |
|
type = { Open Source Dataset }, |
|
author = { Material Identification }, |
|
howpublished = { \\url{ https://universe.roboflow.com/material-identification/garbage-classification-3 } }, |
|
url = { https://universe.roboflow.com/material-identification/garbage-classification-3 }, |
|
journal = { Roboflow Universe }, |
|
publisher = { Roboflow }, |
|
year = { 2022 }, |
|
month = { mar }, |
|
note = { visited on 2023-01-02 }, |
|
} |
|
``` |
|
|
|
### License |
|
CC BY 4.0 |
|
|
|
### Dataset Summary |
|
This dataset was exported via roboflow.com on July 27, 2022 at 5:44 AM GMT |
|
|
|
Roboflow is an end-to-end computer vision platform that helps you |
|
* collaborate with your team on computer vision projects |
|
* collect & organize images |
|
* understand unstructured image data |
|
* annotate, and create datasets |
|
* export, train, and deploy computer vision models |
|
* use active learning to improve your dataset over time |
|
|
|
It includes 10464 images. |
|
GARBAGE-GARBAGE-CLASSIFICATION are annotated in COCO format. |
|
|
|
The following pre-processing was applied to each image: |
|
* Auto-orientation of pixel data (with EXIF-orientation stripping) |
|
* Resize to 416x416 (Stretch) |
|
|
|
The following augmentation was applied to create 1 versions of each source image: |
|
* 50% probability of horizontal flip |
|
* 50% probability of vertical flip |
|
* Equal probability of one of the following 90-degree rotations: none, clockwise, counter-clockwise, upside-down |
|
|
|
|
|
|
|
|
