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hai-minh-son
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cnn-attention-resnet18-fas-model

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Mô hình CNN_RESNET18 cho Face Anti-Spoofing

Thông tin mô hình

  • Tên: CNN_RESNET18
  • Ngày huấn luyện: 2025-04-04 12:03:40
  • Kích thước ảnh: 224x224
  • Batch size: 63
  • Thiết bị: cuda
  • Số epochs: 100
  • Learning rate: 0.0001
  • Weight decay: 1e-05
  • Phần trăm dữ liệu sử dụng: 25.0%

Hiệu suất mô hình

  • test_accuracy: 0.3375
  • test_precision: 0.3067
  • test_recall: 0.9831
  • test_f1: 0.4675
  • test_far: 0.9338
  • test_frr: 0.0169
  • test_eer: 0.3693
  • test_auc: 0.6859
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