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lindsey98 / Phishpedia

Official Implementation of "Phishpedia: A Hybrid Deep Learning Based Approach to Visually Identify Phishing Webpages" USENIX'21
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Which model should I choose for siamese tranining? #14

Closed inshua closed 1 year ago

inshua commented 1 year ago

Now I've selected BiT-M-R50x1, is this correct?

KNOWN_MODELS = OrderedDict([
        ('BiT-M-R50x1', lambda *a, **kw: ResNetV2([3, 4, 6, 3], 1, *a, **kw)),
        ('BiT-M-R50x3', lambda *a, **kw: ResNetV2([3, 4, 6, 3], 3, *a, **kw)),
        ('BiT-M-R101x1', lambda *a, **kw: ResNetV2([3, 4, 23, 3], 1, *a, **kw)),
        ('BiT-M-R101x3', lambda *a, **kw: ResNetV2([3, 4, 23, 3], 3, *a, **kw)),
        ('BiT-M-R152x2', lambda *a, **kw: ResNetV2([3, 8, 36, 3], 2, *a, **kw)),
        ('BiT-M-R152x4', lambda *a, **kw: ResNetV2([3, 8, 36, 3], 4, *a, **kw)),
        ('BiT-S-R50x1', lambda *a, **kw: ResNetV2([3, 4, 6, 3], 1, *a, **kw)),
        ('BiT-S-R50x3', lambda *a, **kw: ResNetV2([3, 4, 6, 3], 3, *a, **kw)),
        ('BiT-S-R101x1', lambda *a, **kw: ResNetV2([3, 4, 23, 3], 1, *a, **kw)),
        ('BiT-S-R101x3', lambda *a, **kw: ResNetV2([3, 4, 23, 3], 3, *a, **kw)),
        ('BiT-S-R152x2', lambda *a, **kw: ResNetV2([3, 8, 36, 3], 2, *a, **kw)),
        ('BiT-S-R152x4', lambda *a, **kw: ResNetV2([3, 8, 36, 3], 4, *a, **kw)),
])

Thanks

lindsey98 commented 1 year ago

Hi inshua, Yes, it should be correct.

inshua @.***> 于2023年6月1日周四 09:55写道：

Now I've selected BiT-M-R50x1, is this correct?

KNOWN_MODELS = OrderedDict([ ('BiT-M-R50x1', lambda *a, kw: ResNetV2([3, 4, 6, 3], 1, *a, *kw)), ('BiT-M-R50x3', lambda a, kw: ResNetV2([3, 4, 6, 3], 3, *a, kw)), ('BiT-M-R101x1', lambda *a, *kw: ResNetV2([3, 4, 23, 3], 1, a, kw)), ('BiT-M-R101x3', lambda *a, kw: ResNetV2([3, 4, 23, 3], 3, *a, *kw)), ('BiT-M-R152x2', lambda a, kw: ResNetV2([3, 8, 36, 3], 2, *a, kw)), ('BiT-M-R152x4', lambda *a, *kw: ResNetV2([3, 8, 36, 3], 4, a, kw)), ('BiT-S-R50x1', lambda *a, kw: ResNetV2([3, 4, 6, 3], 1, *a, *kw)), ('BiT-S-R50x3', lambda a, kw: ResNetV2([3, 4, 6, 3], 3, *a, kw)), ('BiT-S-R101x1', lambda *a, *kw: ResNetV2([3, 4, 23, 3], 1, a, kw)), ('BiT-S-R101x3', lambda *a, kw: ResNetV2([3, 4, 23, 3], 3, *a, *kw)), ('BiT-S-R152x2', lambda a, kw: ResNetV2([3, 8, 36, 3], 2, *a, kw)), ('BiT-S-R152x4', lambda *a, *kw: ResNetV2([3, 8, 36, 3], 4, a, kw)), ])

Thanks

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