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139139This codebase builds on a number of open-source projects:
140140- ** SOSNet** ([ Tian et al., 2019] ( https://github.com/scape-research/SOSNet ) ) — base descriptor.
141141- ** HardNet** ([ Mishchuk et al., 2017] ( https://github.com/DagnyT/hardnet ) ) — base descriptor.
142- - ** InvSfM / ` dangwal21 ` ** — descriptor inversion baseline.
142+ - ** Mitigating Reverse Engineering Attacks on
143+ Local Feature Descriptors** [ dangwal et al., 2021] ( https://www.bmva-archive.org.uk/bmvc/2021/assets/papers/1603.pdf ) ** — descriptor inversion baseline.
143144- ** MegaDepth** ([ Li & Snavely, 2018] ( https://www.cs.cornell.edu/projects/megadepth/ ) ) — adversarial training data.
144145- ** HPatches** ([ Balntas et al., 2017] ( https://hpatches.github.io/ ) ) — matching benchmark.
145146- ** PyTorch Lightning** , ** Hydra** , ** kornia** , ** torchvision** — frameworks.
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