International Journal of Life Sciences and Biotechnology

Show HN: Boosted LightFace – A Hybrid DNN and GBM Model for Facial Recognition

Based based in Europe, Middle East, and Africa (EMEA), Middle East, Middle East and North Africa (MENA), Europe, Middle East, and Africa (EMEA), International Journal of Life Sciences and Biotechnology works in show hn launch, founded in 2018.

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Hey, I'm the author of this work and the maintainer of DeepFace.In this paper, we ensemble the top 5 DeepFace backbones and feed them into a GBM model instead of relying on a single embedding model.On LFW, this surpasses FaceNet512’s 98.4% accuracy and the reported human-level accuracy of 97.5%, achieving 99.1%.We deliberately avoid retraining on LFW to prevent benchmark overfitting. The base models are trained on large-scale datasets, and we only learn a boosting layer on top of their similarity scores.

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Website: dergipark.org.tr/en/pub/gujs/article/1794891