typo

app.py

@@ -4,7 +4,7 @@ from utils import encoder, decoder, decoder_noise
 title = "**Playing with kNN for denoising**"
 description = """The encoder takes any image (on the top left) and remove a fraction of the pixels producing a noisy image (on the top right).  
 The decoder takes a noisy image (on the bottom left) and achieves denoising using kNN where you can choose the number of neighbors k.  
-You can directly use the decoder on the encoded image (iy you used the encoder)."""
+You can directly use the decoder on the encoded image (if you used the encoder first!)."""
 
 demo = gr.Blocks()