@@ -16,6 +16,13 @@ these datasets, as we demonstrate below. We've also included a
16
16
[ jupyter notebook] ( https://github.com/tensorflow/models/blob/master/slim/slim_walkthough.ipynb ) ,
17
17
which provides working examples of how to use TF-Slim for image classification.
18
18
19
+ ## Contacts
20
+
21
+ Maintainers of TF-slim:
22
+
23
+ * Nathan Silberman,
24
+ github: [ nathansilberman] ( https://github.com/nathansilberman )
25
+ * Sergio Guadarrama, github: [ sguada] ( https://github.com/sguada )
19
26
20
27
## Table of contents
21
28
@@ -202,11 +209,11 @@ Model | TF-Slim File | Checkpoint | Top-1 Accuracy| Top-5 Accuracy |
202
209
[ Inception V3] ( http://arxiv.org/abs/1512.00567 ) |[ Code] ( https://github.com/tensorflow/models/blob/master/slim/nets/inception_v3.py ) |[ inception_v3_2016_08_28.tar.gz] ( http://download.tensorflow.org/models/inception_v3_2016_08_28.tar.gz ) |78.0|93.9|
203
210
[ Inception V4] ( http://arxiv.org/abs/1602.07261 ) |[ Code] ( https://github.com/tensorflow/models/blob/master/slim/nets/inception_v4.py ) |[ inception_v4_2016_09_09.tar.gz] ( http://download.tensorflow.org/models/inception_v4_2016_09_09.tar.gz ) |80.2|95.2|
204
211
[ Inception-ResNet-v2] ( http://arxiv.org/abs/1602.07261 ) |[ Code] ( https://github.com/tensorflow/models/blob/master/slim/nets/inception_resnet_v2.py ) |[ inception_resnet_v2.tar.gz] ( http://download.tensorflow.org/models/inception_resnet_v2_2016_08_30.tar.gz ) |80.4|95.3|
205
- [ ResNet 50] ( https://arxiv.org/abs/1512.03385 ) |[ Code] ( https://github.com/tensorflow/tensorflow /blob/master/tensorflow/contrib/slim/python /slim/nets/resnet_v1.py ) |[ resnet_v1_50.tar.gz] ( http://download.tensorflow.org/models/resnet_v1_50_2016_08_28.tar.gz ) |75.2|92.2|
206
- [ ResNet 101] ( https://arxiv.org/abs/1512.03385 ) |[ Code] ( https://github.com/tensorflow/tensorflow /blob/master/tensorflow/contrib/slim/python /slim/nets/resnet_v1.py ) |[ resnet_v1_101.tar.gz] ( http://download.tensorflow.org/models/resnet_v1_101_2016_08_28.tar.gz ) |76.4|92.9|
207
- [ ResNet 152] ( https://arxiv.org/abs/1512.03385 ) |[ Code] ( https://github.com/tensorflow/tensorflow /blob/master/tensorflow/contrib/slim/python /slim/nets/resnet_v1.py ) |[ resnet_v1_152.tar.gz] ( http://download.tensorflow.org/models/resnet_v1_152_2016_08_28.tar.gz ) |76.8|93.2|
208
- [ VGG 16] ( http://arxiv.org/abs/1409.1556.pdf ) |[ Code] ( https://github.com/tensorflow/tensorflow /blob/master/tensorflow/contrib/slim/python /slim/nets/vgg.py ) |[ vgg_16.tar.gz] ( http://download.tensorflow.org/models/vgg_16_2016_08_28.tar.gz ) |71.5|89.8|
209
- [ VGG 19] ( http://arxiv.org/abs/1409.1556.pdf ) |[ Code] ( https://github.com/tensorflow/tensorflow /blob/master/tensorflow/contrib/slim/python /slim/nets/vgg.py ) |[ vgg_19.tar.gz] ( http://download.tensorflow.org/models/vgg_19_2016_08_28.tar.gz ) |71.1|89.8|
212
+ [ ResNet 50] ( https://arxiv.org/abs/1512.03385 ) |[ Code] ( https://github.com/tensorflow/models /blob/master/slim/nets/resnet_v1.py ) |[ resnet_v1_50.tar.gz] ( http://download.tensorflow.org/models/resnet_v1_50_2016_08_28.tar.gz ) |75.2|92.2|
213
+ [ ResNet 101] ( https://arxiv.org/abs/1512.03385 ) |[ Code] ( https://github.com/tensorflow/models /blob/master/slim/nets/resnet_v1.py ) |[ resnet_v1_101.tar.gz] ( http://download.tensorflow.org/models/resnet_v1_101_2016_08_28.tar.gz ) |76.4|92.9|
214
+ [ ResNet 152] ( https://arxiv.org/abs/1512.03385 ) |[ Code] ( https://github.com/tensorflow/models /blob/master/slim/nets/resnet_v1.py ) |[ resnet_v1_152.tar.gz] ( http://download.tensorflow.org/models/resnet_v1_152_2016_08_28.tar.gz ) |76.8|93.2|
215
+ [ VGG 16] ( http://arxiv.org/abs/1409.1556.pdf ) |[ Code] ( https://github.com/tensorflow/models /blob/master/slim/nets/vgg.py ) |[ vgg_16.tar.gz] ( http://download.tensorflow.org/models/vgg_16_2016_08_28.tar.gz ) |71.5|89.8|
216
+ [ VGG 19] ( http://arxiv.org/abs/1409.1556.pdf ) |[ Code] ( https://github.com/tensorflow/models /blob/master/slim/nets/vgg.py ) |[ vgg_19.tar.gz] ( http://download.tensorflow.org/models/vgg_19_2016_08_28.tar.gz ) |71.1|89.8|
210
217
211
218
212
219
Here is an example of how to download the Inception V3 checkpoint:
0 commit comments