November 16, 2021 Transformer

Pyramid Vision Transformer With Python

(2020/06/21) Code of PVTv2 is released! PVTv2 largely improves PVTv1 and works better than Swin Transformer with ImageNet-1K pre-training.

The image is from Transformers: Revenge of the Fallen.

This repository contains the official implementation of PVTv1 & PVTv2 in image classification, object detection, and semantic segmentation tasks.

Model Zoo

Image Classification

Classification configs & weights see >>>here<<<.

Method	Size	[email protected]	#Params (M)
PVTv2-B0	224	70.5	3.7
PVTv2-B1	224	78.7	14.0
PVTv2-B2-Linear	224	82.1	22.6
PVTv2-B2	224	82.0	25.4
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