Why a detection tool needs explanations
AI image detection is rarely clean. Real photos can lose camera data after editing, while AI images can be exported without obvious generator metadata. A useful tool should show the clues it found, the clues it did not find, and how confident the result should be.
What you can check
- Known generator and workflow traces in PNG, JPEG, WebP, and other common image formats.
- Camera-like metadata such as device model, exposure values, focal length, and capture time.
- C2PA or JUMBF provenance records when the image carries them.
- Text prompts, model names, software names, and editing-tool hints that can explain the result.
Where it fits in your workflow
Use ImgShield when you need a fast triage step for a single image. For high-risk cases, save the original file, record the source URL, run reverse image search, and ask a human reviewer to compare the result with the surrounding context.
Related tools and guides
- AI generated image checker
- AI photo checker
- Image authenticity checker
- Bulk AI image detection workflow
The public ImgShield tool is designed for fast checks and readable evidence. It should not be treated as the only source for legal, disciplinary, or financial decisions.