DeepLab v3+ paper walkthrough

[@antarlinamukherjee4180]

Thanks for the video. isnt the output of the resnet put through 1x1 so that it can concatenate with the 1x1 cov output on the atrous conv output ?

[@SLguitarGuy]

Thanks for the explanation.How is the aggregation done?

[@omarabubakr6524]

thanks for that clear explanation!!

[@Mansoor-qf3mw]

Hi, thanks for the explanation! What does the rate of sampling actually mean?

[@amiraghdam]

Simply put, sampling rate is a measure in atrous convolution by which you can control the dilation of a convolutional kernel that gives a network multiple fields of view over the input feature maps. By utilizing atrous convolutions in a parallel manner over the same feature maps, you can boost a network to capture multi-scale features from inputs.