FCN-DilatedConvolution

A Tensorflow implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions by Yu and Koltun.

Pretrained weights have been converted to TensorFlow from the original Caffe implementation.

Run

1. Download pretrained weights from here:

   • CityScapes weights
   • CamVid weights

2. Move weights file into pretrained directory.

3. Run the model on the test image by executing InferenceRunner.py.

Reference

• Multi Scale Context Aggregation by Dilated Convolutions
• Multi-Scale Context Aggregation by Dilated Convolutions
• ndrplz/dilation-tensorflow