Dense predictions for semantic segmentation (fully convolutional)

[ahundt]

FYI I'm planning on working on converting this to work with dense predictions based on the resnet v2 in tensorflow models via the use of AtrousConvolutions2D in Keras.

It will be in this branch https://github.com/ahundt/keras-resnet/tree/dense_predictions

And I'm hoping to train/test on camvid and coco, some scripts to load camvid are in this keras segnet implementation.

I might also try the same with this densenet implementation if all goes well https://github.com/titu1994/DenseNet

[raghakot]

cool

[bhack]

@ahundt Are you working on a specific fork?

[ahundt]

@bhack yes as linked above https://github.com/ahundt/keras-resnet/tree/dense_predictions should be resuming work a bit this week.

[Ssica]

Hi @ahundt, any status on the progress?

[ahundt]

Full details are at https://github.com/farizrahman4u/keras-contrib/issues/63