VizWiz Dataset Browser: A Tool for Visualizing Machine Learning Datasets
This tool supports qualitative and quantitative research for machine learning practitioners by enabling new directions in visualizing multimodal datasets, though it is incremental as it applies existing visualization methods to a specific dataset.
The authors developed a visualization tool for exhaustively searching and browsing large-scale machine learning datasets, specifically built on the VizWiz dataset, which is publicly available online.
We present a visualization tool to exhaustively search and browse through a set of large-scale machine learning datasets. Built on the top of the VizWiz dataset, our dataset browser tool has the potential to support and enable a variety of qualitative and quantitative research, and open new directions for visualizing and researching with multimodal information. The tool is publicly available at https://vizwiz.org/browse.