diff --git a/.gitattributes b/.gitattributes
index 28df5f900b358436f0267334b3e3e9af33f917ba..9f030b59b689c5cecf363ba5b8a13930e0ecf47e 100644
--- a/.gitattributes
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diff --git a/app.py b/app.py
index ff3dcc5bffbeb53dcf04a673ab43957fe031997d..adf5c6ab8d35c9ac15f977d3ce9f038d9ebe7786 100644
--- a/app.py
+++ b/app.py
@@ -37,30 +37,6 @@ np.random.seed(int(time.time()))
 session_token = os.environ.get("SessionToken")
 login(token=session_token, add_to_git_credential=True)
 
-zip_file_path = './dogs.zip'
-
-# Download Embeddings
-gdown.cached_download(
-    url="https://huggingface.co./datasets/XAI/PEEB-Data/resolve/main/data.zip?download=true",
-    path=zip_file_path,
-    quiet=False,
-    hash="md5:153c2a3a8bf77a075f8254e191009772",
-)
-
-try:
-    with zipfile.ZipFile(zip_file_path, "r") as zip_ref:
-        zip_ref.extractall("./")
-        print("Extraction successful.")
-        # List the contents of the directory to which you've extracted the files
-        print("Extracted files:", os.listdir("./"))
-except zipfile.BadZipFile:
-    print("Failed to extract: The zip file is corrupt.")
-except FileNotFoundError:
-    print("Failed to extract: The zip file does not exist.")
-except Exception as e:
-    print(f"An error occurred: {e}")
-
-
 NUMBER_OF_IMAGES = 30
 intro_screen = Image.open("./images/intro.jpg")
 
diff --git a/dogs/top1/correctness_info.json b/dogs/top1/correctness_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab1860db64ae10d53e804037713504839f3514ad
--- /dev/null
+++ b/dogs/top1/correctness_info.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36c53f4683b33388acde42d5b579784f1d09520a60c16720f884d57a6d250c4c
+size 8901
diff --git a/dogs/top1/metadata.json b/dogs/top1/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5acd11410f5e273936b9b38c4fa552f6d8f574de
--- /dev/null
+++ b/dogs/top1/metadata.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e0a55d7968cdee60eb8a8747318eccc2e2b0bf00a08fe08a12f243470db0ac6
+size 125820
diff --git a/dogs/top1/n02085620-Chihuahua_153_1.jpeg b/dogs/top1/n02085620-Chihuahua_153_1.jpeg
new file mode 100644
index 0000000000000000000000000000000000000000..f5764d44bcdc41ef5296c8a4dc0ee5e842547a12
--- /dev/null
+++ b/dogs/top1/n02085620-Chihuahua_153_1.jpeg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64adf132dc63a0685c51423329b6af251d882a2aa34c6a9891a85d89fe775e09
+size 120309
diff --git a/dogs/top1/n02085620-Chihuahua_294_1.jpeg b/dogs/top1/n02085620-Chihuahua_294_1.jpeg
new file mode 100644
index 0000000000000000000000000000000000000000..e2e1c332730d6e3a32cf08aa24694589180da4f0
--- /dev/null
+++ b/dogs/top1/n02085620-Chihuahua_294_1.jpeg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 122604
diff --git a/dogs/top1/n02085620-Chihuahua_300_0.jpeg b/dogs/top1/n02085620-Chihuahua_300_0.jpeg
new file mode 100644
index 0000000000000000000000000000000000000000..9da5995585095f515460fe022a2bdda766695969
--- /dev/null
+++ b/dogs/top1/n02085620-Chihuahua_300_0.jpeg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7aefe5ee81970fa2f5b2bcb73853776d9b8c977d7549b425376638b42e1663cc
+size 143403
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