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GPTTrace image v2 training data
Training data for GPTTrace's AI-generated image detectors. Everything here comes from permissively licensed sources or was generated by us from CC0 photos. Each part keeps its source licence; check the source before reuse.
All files are parquet shards with these columns: id, src, gen, kind, label, w, h, jpeg, image. The image column holds the original bytes.
| Folder / prefix | Content | Source | Licence |
|---|---|---|---|
vae/vae-* |
Real photos round-tripped through open autoencoders. Six VAEs: SD, SDXL, FLUX.1-style, FLUX.2, Qwen-Image, Sana. Also includes partial "local" edits. The JPEG settings match each real twin. | bitmind/megalith-small photos (CC0); our generation | CC0 |
ext/dragon-* |
25 diffusion models | lesc-unifi/dragon | CC BY-SA 4.0 |
ext/elsa-* |
SD-family | elsaEU/ELSA1M_track1 | CC BY 4.0 |
ext/oip-* |
FLUX-dev, SD3.5 Large | data-is-better-together/open-image-preferences-v1 | Apache-2.0 |
ext/nano-* |
Gemini 2.5 Flash Image | bitmind/nano-banana | MIT |
ext/gpt4o-* |
GPT-4o image | FreedomIntelligence/ShareGPT-4o-Image | Apache-2.0 |
ext/ddb-* |
SD 1.x | poloclub/diffusiondb | CC0 |
ext/rapid-* |
Generators from 2023 to 2026, sampled evenly per model | Rapidata/text-to-image-human-preference-6M | CC BY 4.0 |
t2i/* |
Z-Image-Turbo, FLUX.2-klein, Sana generations | our generation (Apache-2.0 models) | CC0 |
Attribution: thanks to the creators of the datasets above. Rapidata data © Rapidata, CC BY 4.0. DRAGON © the DRAGON authors, CC BY-SA 4.0. ELSA © the ELSA project, CC BY 4.0.
No benchmark or evaluation data is included. Benchmark images and near-duplicates of them are excluded from training (see dedupe/).
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