Update readme.md

Author: kevin369ml

04 VGG Tensorflow/readme.md

@@ -21,7 +21,8 @@ https://arxiv.org/abs/1409.1556
 1. load pre-trained parameters (trained on ImageNet dataset, 1000 classes), you can download the parameter file (vgg16.npy, about 500M) here:
 https://mega.nz/#!YU1FWJrA!O1ywiCS2IiOlUCtCpI6HTJOMrneN-Qdv3ywQP5poecM
 2. For Chinese users, I put the pre-trained parameter file (about 500M) on baidu: https://pan.baidu.com/s/1pLGzull
-2. Remove the final layer, add one layer with 10 nodes to test the CIFAR10 dataset.
+2. Remove the final layer, add one layer with 10 nodes to test the CIFAR10 dataset(binary version).
+https://www.cs.toronto.edu/~kriz/cifar.html
 3. It took me around one hour to train with 15000 training steps and learning rate is 0.01. The testing accuracy on the CIFAR10 test dataset is about 85.69%.
 # Screenshots:
 ![alt_text](https://github.com/kevin28520/My-TensorFlow-tutorials/blob/master/04%20VGG%20Tensorflow/images/000.JPG?raw=true)