{"url":"/dataset/real-world-moire-pattern-classification","name":"Real world moire pattern classification","full_name":"datacluster.ai","description_markdown":"This dataset consists of two categories. Real world images and spoof images(Captured from Screen) which shows moire patterns.\r\n\r\n### **Introduction**\r\nThis dataset can be used to classify real world images and images captured from laptop, mobile phones or TV. The spoof images shows the moire pattern which can help detect fake or spoof personality. This dataset can be used to enhance vision based security algorithms. \r\n\r\n### **Dataset Features**\r\n- Captured by 3000+ unique users\r\n- Rich in diversity\r\n- Mobile phone view point\r\n- Various lighting conditions\r\n- Indoor and Outdoor scene\r\n\r\n### **Dataset Features**\r\n- Classification and detection annotations available\r\n- Multiple category annotations possible\r\n- COCO, PASCAL VOC and YOLO formats\r\n\r\n*To download full datasets or to submit a request for your dataset needs, please ping us on **sales@datacluster.ai***\r\nVisit www.datacluster.in to know more.\r\n\r\n**Note**:\r\nAll the images are manually verified and are contributed by the large contributor base on DataCluster platform","description_withheld":null,"homepage":"https://www.kaggle.com/datasets/dataclusterlabs/real-world-and-moire-pattern-classification","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Relational Pattern Learning","url":"/task/relational-pattern-learning","datasets_with_task":"/datasets/task/relational-pattern-learning"},{"name":"image smoothing","url":"/task/image-smoothing","datasets_with_task":"/datasets/task/image-smoothing"}],"languages":[],"variants":["Real world moire pattern classification"],"data_loaders":[],"num_papers_in_archive":0,"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."}