Looking for resnet implementation in tensorflow

tensorflow resnet
mac_i picture mac_i · Oct 15, 2016 · Viewed 24.3k times · Source

Are there any resnet implementations in tensorflow? I came across a few (e.g. https://github.com/ry/tensorflow-resnet, https://github.com/xuyuwei/resnet-tf) but these implementations have some bugs (e.g. see the Issues section on the respective github page). I am looking to train imagenet using resnet and looking for tensorflow implementations.

Answer

mdaoust picture mdaoust · Oct 15, 2016

There are some (50/101/152) in tensorflow:models/slim.

The example notebook shows how to get a pre-trained inception running, res-net is probably no different.

Related questions

Tensorflow Allocation Memory: Allocation of 38535168 exceeds 10% of system memory

Using ResNet50 pre-trained Weights I am trying to build a classifier. The code base is fully implemented in Keras high-level Tensorflow API. The complete code is posted in the below GitHub Link. Source Code: Classification Using RestNet50 Architecture The file …

Read More
I am not able to import resnet from keras.applications module

I'm unable to import this module import keras.applications.resnet ModuleNotFoundError in () ----> 1 import keras.applications.resnet ModuleNotFoundError: No module named 'keras.applications.resnet' keras resnet link

Read More
TensorFlow ValueError: The channel dimension of the inputs should be defined. Found `None`

I am trying to implement a "Dilated Residual Network" as described in this Paper in TensorFlow (s. PyTorch Implementation here) to train it on the CityScapes Dataset and use it for Semantic Image Segmentation. Unfortunately I get an error when …

Read More