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Datasets:
Yorai
/
detect-waste

Modalities:
Image
Formats:
parquet
Languages:
English
Size:
1K - 10K
Tags:
climate
Libraries:
Datasets
Dask
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Auto-converted to Parquet
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Search is not available for this dataset
image_id
int64
2
1.88k
image
imagewidth (px)
292
6k
width
int32
292
6k
height
int32
292
5.31k
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sequence
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Dataset Card for detect-waste

Dataset Summary

AI4Good project for detecting waste in environment. www.detectwaste.ml.

Our latest results were published in Waste Management journal in article titled Deep learning-based waste detection in natural and urban environments.

You can find more technical details in our technical report Waste detection in Pomerania: non-profit project for detecting waste in environment.

Did you know that we produce 300 million tons of plastic every year? And only the part of it is properly recycled.

The idea of detect waste project is to use Artificial Intelligence to detect plastic waste in the environment. Our solution is applicable for video and photography. Our goal is to use AI for Good.

Supported Tasks and Leaderboards

Object Detection

Languages

English

Data Fields

https://github.com/wimlds-trojmiasto/detect-waste/tree/main/annotations

Dataset Creation

The images are post processed to remove exif and reorient as required. Some images are labelled without the exif rotation in mind thus they're not rotated at all but have their exif metadata removed

Personal and Sensitive Information

BEWARE This repository had been created by a third-party and is not affiliated in any way with the original detect-waste creators/

Considerations for Using the Data

Licensing Information

https://raw.githubusercontent.com/wimlds-trojmiasto/detect-waste/main/LICENSE

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Homepage: https://github.com/wimlds-trojmiasto/detect-waste
Homepage: https://github.com/wimlds-trojmiasto/detect-waste
Size of the auto-converted Parquet files (First 5GB per split):
8 GB
Number of rows (First 5GB per split):
2,379

Models trained or fine-tuned on Yorai/detect-waste