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 |
---|---|---|---|---|
171 | slide note 삭제 슬라이드 노트 삭제 | WHRIA | 2018.09.12 | 4393 |
170 | Deep learning 기반 DEMO | WHRIA | 2018.09.16 | 7103 |
169 | register | WHRIA | 2018.09.21 | 1892 |
168 | ambient-light-sensor | WHRIA | 2018.09.29 | 250 |
167 | Intro | WHRIA | 2018.10.01 | 3969 |
166 | faster rcnn cuda 10 | WHRIA | 2018.10.06 | 2084 |
165 | delayed network drive connect | WHRIA | 2018.10.07 | 145 |
164 | mixed precision training [1] | WHRIA | 2018.11.06 | 1757 |
163 | excel 에서 소수점 표시 함수 | WHRIA | 2018.11.08 | 183 |
162 | ac-68u dd-wrt 에서 정펌으로 복구 | WHRIA | 2018.11.22 | 532 |
161 | fatal error: turbojpeg.h: No such file or directory | WHRIA | 2018.11.24 | 620 |
160 | CNN Models | WHRIA | 2018.12.23 | 338 |
159 | imbalanced dataset | WHRIA | 2018.12.26 | 28 |
158 | center % crop | WHRIA | 2018.12.27 | 52 |
157 | Swap file add | WHRIA | 2019.01.02 | 2122 |
https://discuss.pytorch.org/t/how-to-extract-features-of-an-image-from-a-trained-model/119/3