From abc0d0c4c1da8c4a0627c8cc04abad592313f114 Mon Sep 17 00:00:00 2001
From: Dmitri Soshnikov <dmitri@soshnikov.com>
Date: Fri, 17 Jun 2022 17:10:39 +0300
Subject: [PATCH] Optimize images and update links

---
 .../08-TransferLearning/README.md             |   2 +-
 .../images/adversarial-dog.png                | Bin 83518 -> 27800 bytes
 .../08-TransferLearning/images/ideal-cat.png  | Bin 108966 -> 34065 bytes
 .../images/ideal-zebra.png                    | Bin 104065 -> 34664 bytes
 .../images/original-dog.png                   | Bin 0 -> 18602 bytes
 5 files changed, 1 insertion(+), 1 deletion(-)
 create mode 100644 lessons/4-ComputerVision/08-TransferLearning/images/original-dog.png

diff --git a/lessons/4-ComputerVision/08-TransferLearning/README.md b/lessons/4-ComputerVision/08-TransferLearning/README.md
index b4cd3f2..5460a14 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 a11d6a380b8f31bca14f2103b6a7cd1bb2874ce5..518c88ba7214f65c16dbe8f57d4600f03299e96d 100644
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HcmV?d00001

-- 
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