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raghakot / keras-resnet

Residual networks implementation using Keras-1.0 functional API
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Dense predictions for semantic segmentation (fully convolutional) #23

Open ahundt opened 7 years ago

ahundt commented 7 years ago

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 commented 7 years ago

cool

bhack commented 7 years ago

@ahundt Are you working on a specific fork?

ahundt commented 7 years ago

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

Ssica commented 7 years ago

Hi @ahundt, any status on the progress?

ahundt commented 7 years ago

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