Groceries Computer Vision Project
Overview
Via https://rpc-dataset.github.io:
- This dataset enjoys the following characteristics: (1) It is by far the largest dataset in terms of both product image quantity and product categories. (2) It includes single-product images taken in a controlled environment and multi-product images taken by the checkout system. (3) It provides different levels of annotations for the checkout images. Comparing with the existing datasets, ours is closer to the realistic setting and can derive a variety of research problems.
Use Cases
This dataset could be used to create an automatic item counter or checkout system using computer vision with Roboflow's API, Python Package, or other deployment options, such as Web Browser, iOS device, or to an Edge Device: https://docs.roboflow.com/inference/hosted-api.
Using this Dataset
This dataset has been licensed on a CC BY 4.0 license. You can copy, redistribute, and modify the images as long as there is appropriate credit to the authors of the dataset.
About Roboflow
Roboflow creates tools that make computer vision easy to use for any developer, even if you're not a machine learning expert. You can use it to organize, label, inspect, convert, and export your image datasets. And even to train and deploy computer vision models with no code required. 
Trained Model API
This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.
Cite This Project
If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{
groceries-6pfog_dataset,
title = { Groceries Dataset },
type = { Open Source Dataset },
author = { Xiu-Shen Wei, Quan Cui, Lei Yang, Peng Wang, Lingqiao Liu },
howpublished = { \url{ https://universe.roboflow.com/samrat-sahoo/groceries-6pfog } },
url = { https://universe.roboflow.com/samrat-sahoo/groceries-6pfog },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2022 },
month = { dec },
note = { visited on 2024-04-18 },
}
Connect Your Model With Program Logic
Find utilities and guides to help you start using the Groceries project in your project.
Maintainer
Last Updated
a year ago
Project Type
Object Detection
Subject
Groceries-Items
Views: 2278
Downloads: 57
