GIRAFFE HD: A High-Resolution 3D-aware Generative Model
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Open DOIGiraffe evidence area
Roads, fences & infrastructure
Roadkill, electrocution, fence entanglement and infrastructure impacts.
3mapped records
2open-access records
0human-checked notes
Working conservation implication
What this evidence could inform
Crossing-point mapping, fence-line lingering, and collision detection (deceleration → immobility).
This is a research and product hypothesis derived from the developing map. It is not a clinical protocol, a field-program claim, or proof that a proposed intervention works.
Corpus coverage
2020–2022
67% of mapped records are marked open access. Classification can be imperfect; use the paper-level sources for substantive conclusions.
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Key papers in the map
Evidence to protection
Help make conservation decisions inspectable.
Founding support funds the public knowledge base and the transparent conservation structure being built around it.