質問編集履歴
1
具体的なコードの追加
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@@ -61,4 +61,32 @@
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よろしくおねがいします。
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##roi_headsのコード
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https://github.com/pytorch/vision/blob/10d5a55c332771164c13375f445331c52f8de6f1/torchvision/models/detection/roi_heads.py
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64
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https://github.com/pytorch/vision/blob/10d5a55c332771164c13375f445331c52f8de6f1/torchvision/models/detection/roi_heads.py
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##追加
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すみませんほしいfc7の部分のコードはこちらになります。
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68
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```
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69
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class TwoMLPHead(nn.Module):
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"""
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Standard heads for FPN-based models
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Arguments:
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in_channels (int): number of input channels
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representation_size (int): size of the intermediate representation
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"""
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def __init__(self, in_channels, representation_size):
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super(TwoMLPHead, self).__init__()
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self.fc6 = nn.Linear(in_channels, representation_size)
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self.fc7 = nn.Linear(representation_size, representation_size)
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def forward(self, x):
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x = x.flatten(start_dim=1)
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86
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x = F.relu(self.fc6(x))
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87
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x = F.relu(self.fc7(x))
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return x
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```
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ここの部分のすべてのコードはこちらです
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https://github.com/pytorch/vision/blob/10d5a55c332771164c13375f445331c52f8de6f1/torchvision/models/detection/faster_rcnn.py
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