model split
2020.07.30 08:15
https://forums.fast.ai/t/pytorch-best-way-to-get-at-intermediate-layers-in-vgg-and-resnet/5707/2
class ResNet50Bottom(nn.Module): def __init__(self, original_model): super(ResNet50Bottom, self).__init__() self.features = nn.Sequential(*list(original_model.children())[:-2]) def forward(self, x): x = self.features(x) return x res50_model = models.resnet50(pretrained=True) res50_conv2 = ResNet50Bottom(res50_model) outputs = res50_conv2(inputs) outputs.data.shape # => torch.Size([4, 2048, 7, 7])
번호 | 제목 | 글쓴이 | 날짜 | 조회 수 |
---|---|---|---|---|
1819 | Latvian - latviešu | WHRIA | 2024.05.24 | 1 |
1818 | Odia - ଓଡ଼ିଆ | WHRIA | 2024.05.24 | 1 |
1817 | 이건 비밀글이얍 | J | 2004.04.23 | 2 |
1816 | Galician - galego | WHRIA | 2024.05.24 | 2 |
1815 | Gujarati - ગુજરાતી | WHRIA | 2024.05.24 | 2 |
1814 | Maltese - Malti | WHRIA | 2024.05.24 | 2 |
1813 | Nepali - नेपाली | WHRIA | 2024.05.24 | 2 |
1812 | Norwegian - norsk | WHRIA | 2024.05.24 | 2 |
1811 | 아저씨에게 [1] | ^&^ | 2004.04.25 | 3 |
1810 | Hungarian - magyar | WHRIA | 2024.05.24 | 3 |
1809 | Malay - bahasa Malaysia | WHRIA | 2024.05.24 | 3 |
1808 | Russian - русский | WHRIA | 2024.05.24 | 3 |
1807 | Macedonian - македонски | WHRIA | 2024.05.24 | 4 |
1806 | 아저씨~ [1] | ^&^ | 2004.05.15 | 5 |
1805 | Japanese - 日本語 | WHRIA | 2024.05.24 | 5 |
https://discuss.pytorch.org/t/how-to-extract-features-of-an-image-from-a-trained-model/119/3