Unitial-Det

从两个来源收集图像以支持产品检测。训练、验证和源域测试集是从SKU110k收集的。跨域测试集来自五家连锁店。 每个产品都带有一个四边形样式边界框。它是指具有8个自由度的4个点 (x1，y1，x2，y2，x3，y3，x4，y4)。 它提供了单Det，带有1.8M四边形实例注释Images were collected from two sources to support product detection tasks. The training, validation, and source-domain test sets were sourced from SKU110k, while the cross-domain test set is derived from five retail chains. Each product is annotated with a quadrilateral-style bounding box, which comprises four points with 8 degrees of freedom, formatted as (x1, y1, x2, y2, x3, y3, x4, y4). This dataset offers single detection annotations with 1.8 million quadrilateral instance annotations.

搜集汇总

背景与挑战

背景概述

Unitial-Det是一个用于产品检测的数据集，其图像来源于SKU110k和五家连锁店，采用四边形边界框进行标注，包含约180万实例注释。该数据集由卡内基梅隆大学等机构于2022年发布，支持训练、验证和跨域测试。