Data types
How do I de-identify images and inspection photos for AI training?
By SourceX Editorial · Updated
Short answer
To de-identify images and inspection photos, remove or replace faces, license plates, house numbers and signs and embedded location metadata, check free text and attachments for hidden details, review samples by hand and exclude anything doubtful. Your company then approves the prepared copy before it leaves.
What images and inspection photos usually contain#
Typically photos taken during inspections, repairs and site visits with notes. The work itself is what buyers value; the identities are not.
What to remove or replace#
At minimum: faces, license plates, house numbers and signs and embedded location metadata. Names are often swapped for consistent placeholders so conversations still make sense.
How to check it worked#
Automated tools catch most details, but not all. Reviewers spot-check samples, look for rare facts that could point to a person, and drop records they are unsure about. Buyers are also contractually barred from trying to identify anyone.
How SourceX handles it#
SourceX starts with a short fit check that shares no data. If it fits, rights are reviewed, a copy is prepared with personal and confidential details removed, and your company approves exactly what leaves before anything is delivered under a signed license.
Frequently asked questions
Can I do the de-identification myself?
You can, but SourceX or an approved preparation partner normally does it and you review the result.
Is this legal advice?
No. It is general information; your counsel should review any specific deal.
Related resources
- QuestionDo AI labs buy images?
- InsightHow do I de-identify inspection reports for AI training?
- IndustryBPO & contact centers data
- IndustryRecruiting & staffing data
- DataIssue resolution histories
- DataProject records
- QuestionHow do AI companies value datasets?
- InsightIs it safe to license company data for AI training?
- InsightHow is company data anonymized before AI training?
- SolutionData partnerships between businesses and AI developers
- SolutionWhat is AI evaluation data?
- GlossaryData processing agreement
See if your company qualifies
A short company assessment. No data uploads are needed.