{"url":"/dataset/potato-a-dataset-for-analyzing-polarimetric","name":"PoTATO: A Dataset for Analyzing Polarimetric Traces of Afloat Trash Objects","full_name":"PoTATO: A Dataset for Analyzing Polarimetric Traces of Afloat Trash Objects","description_markdown":"PoTATO is a dataset designed to enhance the detection of floating plastic waste in aquatic environments by leveraging polarimetric imaging. It comprises 12,380 labeled images of plastic bottles, each enriched with detailed polarimetric information. The dataset aims to improve object detection accuracy under challenging outdoor lighting conditions and water surface reflections. By providing raw image data, PoTATO offers researchers the opportunity to explore novel approaches and advance state-of-the-art object detection algorithms. The dataset and associated code are publicly available","description_withheld":null,"homepage":"https://github.com/luisfelipewb/PoTATO/tree/eccv2024","introduced_date":"2024-09-19","introduced_date_note":null,"introduced_by":{"paper":"/paper/potato-a-dataset-for-analyzing-polarimetric","title":"PoTATO: A Dataset for Analyzing Polarimetric Traces of Afloat Trash Objects","first_author":"Luis Felipe Wolf Batista","url":null},"license":null,"modalities":[],"tasks":[{"name":"Image Classification","url":"/task/image-classification","datasets_with_task":"/datasets/task/image-classification"},{"name":"Object Detection","url":"/task/object-detection","datasets_with_task":"/datasets/task/object-detection"},{"name":"Image Segmentation","url":"/task/image-segmentation","datasets_with_task":"/datasets/task/image-segmentation"}],"languages":[],"variants":["PoTATO: A Dataset for Analyzing Polarimetric Traces of Afloat Trash Objects"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}