{"url":"/dataset/arc-100","name":"ARC-100","full_name":null,"description_markdown":"The **ARC-100** dataset was collected as part of a prototype retail checkout system titled ARC (Automatic Retail Checkout). It consists of 31,000 $640\\times480$ RGB images of 100 commonly found retail items in Lahore, Pakistan. Each retail item has 310 images captured at various *logical* orientations (on a black, matte finish conveyor belt) by a Logitech C310 webcam, under a wooden hood frame illuminated by LED strips (luminance set to approximately $70lx$). In the proposed setup, images were pre-processed and standardized before feeding into a Convolutional Neural Network for identification.\r\n\r\nLinks:\r\n\r\n- [ARC paper](https://arxiv.org/abs/2104.02832)\r\n- [ARC-100 dataset](https://drive.google.com/drive/folders/1joDBa30_k_TegLDXZ2g5J11iLzNS3Py6)","description_withheld":null,"homepage":"https://github.com/stalhabukhari/ARC","introduced_date":"2021-04-07","introduced_date_note":null,"introduced_by":{"paper":"/paper/arc-a-vision-based-automatic-retail-checkout","title":"ARC: A Vision-based Automatic Retail Checkout System","first_author":"Syed Talha Bukhari","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Image Classification","url":"/task/image-classification","datasets_with_task":"/datasets/task/image-classification"},{"name":"Object Recognition","url":"/task/object-recognition","datasets_with_task":"/datasets/task/object-recognition"}],"languages":[],"variants":["ARC-100"],"data_loaders":[{"repo":"https://github.com/stalhabukhari/ARC","url":"https://github.com/stalhabukhari/ARC","frameworks":[]}],"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."}