pre-trained - Githubissues

PaddlePaddle / PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

https://arxiv.org/abs/2101.06175

Apache License 2.0

8.67k stars 1.68k forks source link

pre-trained #3484

Closed djl00 closed 3 weeks ago

djl00 commented 1 year ago

问题确认 Search before asking

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请问pp-lieseg使用cityscapes数据集进行预训练了吗，文中说使用的SSLD方法，这个和在cityscapes上进行预训练是一样的吗

shiyutang commented 1 year ago

分割的模型基本都是使用imagenet预训练的backbone，ssld是指蒸馏了backbone，是在imagenet上对backbone进行蒸馏。