diff --git a/src/layers/conv.jl b/src/layers/conv.jl
index 99fc16f2..30ce7288 100644
--- a/src/layers/conv.jl
+++ b/src/layers/conv.jl
@@ -13,7 +13,7 @@ Standard convolutional layer. `size` should be a tuple like `(2, 2)`.
 `in` and `out` specify the number of input and output channels respectively.
 
 Data should be stored in WHCN order. In other words, a 100×100 RGB image would
-be a `100×100×3` array, and a batch of 50 would be a `100×100×3×50` array.
+be a `100×100×3×1` array, and a batch of 50 would be a `100×100×3×50` array.
 
 Takes the keyword arguments `pad`, `stride` and `dilation`.
 """