Difference between IDA_up and DLA_up

ucbdrive / dla

Code for the CVPR 2018 Oral Paper "Deep Layer Aggregation"

https://www.vis.xyz/pub/dla/

BSD 3-Clause "New" or "Revised" License

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Difference between IDA_up and DLA_up #14

Open vinbhaskara opened 5 years ago

vinbhaskara commented 5 years ago

The paper mentions DLA, IDA and HDA.

But how are DLAUp and IDAUp in your code different? Can you provide some reference please?

Thanks.

fyu commented 5 years ago

DLA consists of groups of HDA. It is mainly used for classification tasks. IDA is used for upsampling DLA to get high-resolution output, so it is called IDAUp in the code. DLAUp is the final structure after putting DLA and IDAUp together.

rafikg commented 5 years ago

Hi @fyu, I am interested in the segmentation network and I want to know the number of features maps (ouput_dim) that you use during the up-sampling branch