Data for the findings presented in Hwang et al. 2023. “Curating Training Data for Reliable Large-Scale Visual Data Analysis: Lessons from Identifying Trash in Street View Imagery".
Abstract/Contents
- Abstract
- This collection contains replication material for Hwang et al. 2023. “Curating Training Data for Reliable Large-Scale Visual Data Analysis: Lessons from Identifying Trash in Street View Imagery". Sociological Methods and Research. The input data for all tables and figures in the paper are stored here. Our analysis code is available at Github (https://github.com/Changing-Cities-Research-Lab/gsv-training-replication-repo).
Description
| Type of resource | Dataset, text |
|---|---|
| Publication date | April 8, 2023 |
Creators/Contributors
| Author | Hwang, Jackelyn |
|---|---|
| Author | Dahir, Nima |
| Author | Sarukkai, Mayuka |
| Author | Wright, Gabby |
Subjects
| Subject | Computer vision |
|---|---|
| Subject | Crowdsourcing |
| Subject | Visual data |
| Subject | Sociology, Urban |
| Subject | Systematic social observation |
| Genre | Data |
| Genre | Documentation |
| Genre | Tabular data |
| Genre | Data sets |
| Genre | Dataset |
| Genre | Tables (data) |
Bibliographic information
| Related item |
|
|---|---|
| DOI | https://doi.org/10.25740/xq145bk1280 |
| Location | https://purl.stanford.edu/xq145bk1280 |
Access conditions
- Use and reproduction
- User agrees that, where applicable, content will not be used to identify or to otherwise infringe the privacy or confidentiality rights of individuals. Content distributed via the Stanford Digital Repository may be subject to additional license and use restrictions applied by the depositor.
- License
- This work is licensed under a Creative Commons Attribution 4.0 International license (CC BY).
Preferred citation
- Preferred citation
- Hwang, J., Dahir, N., Sarukkai, M., and Wright, G. (2023). Data for the findings presented in Hwang et al. 2023. “Curating Training Data for Reliable Large-Scale Visual Data Analysis: Lessons from Identifying Trash in Street View Imagery". Stanford Digital Repository. Available at https://purl.stanford.edu/xq145bk1280. https://doi.org/10.25740/xq145bk1280.
Collection
Changing Cities Research Lab
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