diff --git a/README.md b/README.md
index 6f655decc..d3f03b386 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,6 @@
+forked from https://github.com/dusty-nv/jetson-inference
+<br>
+
 <img src="https://github.com/dusty-nv/jetson-inference/raw/master/docs/images/deep-vision-header.jpg" width="100%">
 
 # Deploying Deep Learning
diff --git a/docs/pytorch-cat-dog.md b/docs/pytorch-cat-dog.md
index 670117710..63b2280ec 100644
--- a/docs/pytorch-cat-dog.md
+++ b/docs/pytorch-cat-dog.md
@@ -129,17 +129,17 @@ DATASET=data/cat_dog
 imagenet --model=$NET/resnet18.onnx --input_blob=input_0 --output_blob=output_0 --labels=$DATASET/labels.txt $DATASET/test/cat/01.jpg cat.jpg
 
 # Python
-imagenet.py --model=$NET/cat_dog/resnet18.onnx --input_blob=input_0 --output_blob=output_0 --labels=$DATASET/labels.txt $DATASET/test/cat/01.jpg cat.jpg
+imagenet.py --model=$NET/resnet18.onnx --input_blob=input_0 --output_blob=output_0 --labels=$DATASET/labels.txt $DATASET/test/cat/01.jpg cat.jpg
 ```
 
 <img src="https://github.com/dusty-nv/jetson-inference/raw/python/docs/images/pytorch-cat.jpg">
 
 ```bash
 # C++
-imagenet --model=$NET/cat_dog/resnet18.onnx --input_blob=input_0 --output_blob=output_0 --labels=$DATASET/labels.txt $DATASET/test/dog/01.jpg dog.jpg
+imagenet --model=$NET/resnet18.onnx --input_blob=input_0 --output_blob=output_0 --labels=$DATASET/labels.txt $DATASET/test/dog/01.jpg dog.jpg
 
 # Python
-imagenet.py --model=$NET/cat_dog/resnet18.onnx --input_blob=input_0 --output_blob=output_0 --labels=$DATASET/labels.txt $DATASET/test/dog/01.jpg dog.jpg
+imagenet.py --model=$NET/resnet18.onnx --input_blob=input_0 --output_blob=output_0 --labels=$DATASET/labels.txt $DATASET/test/dog/01.jpg dog.jpg
 ```
 
 <img src="https://github.com/dusty-nv/jetson-inference/raw/python/docs/images/pytorch-dog.jpg">