diff --git a/README.md b/README.md
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 # Torch Pconv
 
-[![PyPI version](https://badge.fury.io/py/torch_pconv.svg)](https://badge.fury.io/py/torch_pconv)
+[![PyPI version](https://badge.fury.io/py/torch-pconv.svg)](https://badge.fury.io/py/torch-pconv)
 
 Faster and more memory efficient implementation of the Partial Convolution 2D layer in PyTorch equivalent to the
 standard Nvidia implementation.