Evidence alone won’t save biodiversity: the golden apple snail reveals an implementation gap

· · 来源:sy资讯

GlyphNet’s own results support this: their best CNN (VGG16 fine-tuned on rendered glyphs) achieved 63-67% accuracy on domain-level binary classification. Learned features do not dramatically outperform structural similarity for glyph comparison, and they introduce model versioning concerns and training corpus dependencies. For a dataset intended to feed into security policy, determinism and auditability matter more than marginal accuracy gains.

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第三条 扰乱公共秩序,妨害公共安全,侵犯人身权利、财产权利,妨害社会管理,具有社会危害性,依照《中华人民共和国刑法》的规定构成犯罪的,依法追究刑事责任;尚不够刑事处罚的,由公安机关依照本法给予治安管理处罚。