diff --git a/lessons/4-ComputerVision/08-TransferLearning/README.md b/lessons/4-ComputerVision/08-TransferLearning/README.md index b4cd3f2a..5460a147 100644 --- a/lessons/4-ComputerVision/08-TransferLearning/README.md +++ b/lessons/4-ComputerVision/08-TransferLearning/README.md @@ -51,7 +51,7 @@ To improve the result, we can add another term into the loss function, which is Similar approach can be used to perform so-called **adversarial attacks** on a neural network. Suppose we want to fool a neural network and make a dog look like a cat. If we take dog's image, which is recognized by a network as a dog, we can then tweak it a little but using gradient descent optimization, until the network starts classifying it as a cat: -![Picture of a Dog](images/dog-from-unsplash.jpg) | ![Picture of a dog classified as a cat](images/adversarial-dog.png) +![Picture of a Dog](images/original-dog.png) | ![Picture of a dog classified as a cat](images/adversarial-dog.png) -----|----- *Original picture of a dog* | *Picture of a dog classified as a cat* diff --git a/lessons/4-ComputerVision/08-TransferLearning/images/adversarial-dog.png b/lessons/4-ComputerVision/08-TransferLearning/images/adversarial-dog.png index a11d6a38..518c88ba 100644 Binary files a/lessons/4-ComputerVision/08-TransferLearning/images/adversarial-dog.png and b/lessons/4-ComputerVision/08-TransferLearning/images/adversarial-dog.png differ diff --git a/lessons/4-ComputerVision/08-TransferLearning/images/ideal-cat.png b/lessons/4-ComputerVision/08-TransferLearning/images/ideal-cat.png index b489aa6a..bb87a9ac 100644 Binary files a/lessons/4-ComputerVision/08-TransferLearning/images/ideal-cat.png and b/lessons/4-ComputerVision/08-TransferLearning/images/ideal-cat.png differ diff --git a/lessons/4-ComputerVision/08-TransferLearning/images/ideal-zebra.png b/lessons/4-ComputerVision/08-TransferLearning/images/ideal-zebra.png index 36238d00..0f2c54fe 100644 Binary files a/lessons/4-ComputerVision/08-TransferLearning/images/ideal-zebra.png and b/lessons/4-ComputerVision/08-TransferLearning/images/ideal-zebra.png differ diff --git a/lessons/4-ComputerVision/08-TransferLearning/images/original-dog.png b/lessons/4-ComputerVision/08-TransferLearning/images/original-dog.png new file mode 100644 index 00000000..824db2c5 Binary files /dev/null and b/lessons/4-ComputerVision/08-TransferLearning/images/original-dog.png differ