Datasets › Drinking Waste Classification
Drinking Waste Classification
About the Dataset:
4 classes of drinking waste: Aluminium Cans, Glass bottles, PET (plastic) bottles and HDPE (plastic) Milk bottles. rawimgs - images of 4 classes of waste YOLO_imgs - images of 4 classes of waste with corresponding txt file (annotations for YOLO framework) labels.txt - labels of the classes
Story
This dataset was manually labelled and collected as a part of final year Individual Project at University College London. Pictures were taken with 12 MP phone camera. I created a real-time waste detection and identification system powered by YOLO framework. Use it as you like, if you could cite me in your work, would be much appreciated. Please reach out to me if this dataset actually helped you with your project. Arkadiy Serezhkin - arkadiyhacks@gmail.com
Acknowledgements
The dataset used parts of manually collected dataset of Gary Thung and Mindy Yang. I would like to thank them for collecting their dataset as this is not a fun thing to do (from my own experience). You can find their repository here.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Object Detection | Drinking Waste Classification | EfficientDet-D2 AP50 99.4 | Waste detection in Pomerania: non-profit project for... | wimlds-trojmiasto/detect-waste | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 1. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Waste detection in Pomerania: non-profit project for detecting waste in environment | 1 | 1 | 12 May 2021 | not harvested |
Dataset loaders archive 2025-07-28
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Tasks archive 2025-07-28
License archive 2025-07-28
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Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Drinking Waste Classification
1 variant name, as the archive lists them.
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