license (NC research + model-release), logo, BibTeX citation

README.md

@@ -1,6 +1,7 @@
 ---
 license: other
-license_name: provenance-and-license-to-follow
+license_name: originlab-noncommercial-research
+license_link: LICENSE
 task_categories:
 - depth-estimation
 - image-to-image
@@ -27,6 +28,8 @@ configs:
 
 # OriginLab Game-Depth: RGB + Dense Z-Buffer Depth
 
+<img src="figures/logo.png" width="72" alt="OriginLab"/>
+
 Dense depth from game engines, as a scalable substitute for scarce real depth ground truth.
 
 ## Abstract
@@ -280,10 +283,13 @@ budget it stays fixed as the data is scaled down, so the data-utilization questi
 rising with more data) is answered by the data-scaling curve in Section 7, not by compute; the only coupling
 is that smaller fractions imply more passes over the data (a memorization caveat for those points).
 
-## Provenance and license
+## License
 
-Provenance and license terms are being finalized and will be published here before any data release. Until
-then this is a private evidence card and raw RGB is withheld.
+Released for **non-commercial research use only** under the OriginLab Game-Depth Dataset License
+([`LICENSE`](LICENSE)). Key terms: non-commercial research use, attribution required, and a
+**model-release requirement** (any model trained on or derived from this data must be publicly
+released with open weights and a model card). Commercial use requires a separate agreement with
+OriginLab.
 
 ## References
 
@@ -307,4 +313,14 @@ then this is a private evidence card and raw RGB is withheld.
 
 ## Citation
 
-OriginLab Game-Depth (RGB + Dense Z-Buffer), 2026. Preview version.
+If you use this dataset, please cite:
+
+```bibtex
+@misc{originlab2026gamedepth,
+  title        = {{OriginLab Game-Depth: RGB + Dense Z-Buffer Depth}},
+  author       = {OriginLab},
+  year         = {2026},
+  publisher    = {Hugging Face},
+  howpublished = {\url{https://huggingface.co/datasets/originlab/game-depth}}
+}
+```