Browsing by Subject "Triplet loss"

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    • Comprehensive fingerprint recognition utilizing one shot learning with Siamese Network 

      Zaman, Sara Milham; Hasan, Md. Abir; Sadat, Md. Rafid; Haque, Md. Abrar (Brac University, 2023-01)
      Detailed Fingerprint investigation has been a dominant law enforcement tool which is utilized to distinguish suspects, settle crimes and violations for over 100 years. Moreover, gender classification from fingerprints ...

    • One voice is all you need: a one-shot approach to recognize you 

      Dipto, Shahriar Rumi; Nowshin, Priata; Ahmed, Intesur; Chowdhury, Deboraj; Noor, Galib Abdun (Brac University, 2021-09)
      Human knowledge can quickly learn any unfamiliar concepts based on what they have previously learned. Keeping this in mind, researchers tested training models with limited training data in machine learning classification ...