Name: Garbage Classification (12 Classes) ENHANCED
Creator: Kaggle
License: http://opendatacommons.org/licenses/dbcl/1.0/

About this Dataset

Garbage Classification (12 Classes) ENHANCED

Context

This dataset is an enhanced version of the Garbage Classification (12 classes) dataset : https://www.kaggle.com/datasets/mostafaabla/garbage-classification

It contains 15 870 images from 12 classes : paper, cardboard, biological, metal, plastic, green-glass, brown-glass, white-glass, clothes, shoes, batteries, and trash.

The enhancement methodology is explained in this notebook with details and code : https://www.kaggle.com/huberthamelin/enhancing-garbage-classification-dataset

Content

The core of this dataset is moslty images from the original dataset, minus a few duplicates, minor changes in labels (corrections), and new images from the web. These images have been manually checked.

There are 2 directories and a csv file :

The corrected original dataset
The enhanced version (corrected + new images)
The details of label corrections applied to the original dataset (csv file)

Please check the original dataset for more information about its sources.

Acknowledgements

Author pf the original dataset on Kaggle : MOSTAFA MOHAMED

Tables

Labels Corrections

@kaggle.huberthamelin_garbage_classification_labels_corrections.labels_corrections

3.36 kB
70 rows
3 columns

CREATE TABLE labels_corrections (
  "old_label" VARCHAR,
  "nb" BIGINT,
  "new_label" VARCHAR
);