diff --git a/keras_hub/src/models/depth_anything/depth_anything_backbone_test.py b/keras_hub/src/models/depth_anything/depth_anything_backbone_test.py
index 0d0f5e3ce1..a6b55dfcf0 100644
--- a/keras_hub/src/models/depth_anything/depth_anything_backbone_test.py
+++ b/keras_hub/src/models/depth_anything/depth_anything_backbone_test.py
@@ -50,23 +50,28 @@ def test_saved_model(self):
         )
 
     @pytest.mark.kaggle_key_required
-    @pytest.mark.extra_large
+    @pytest.mark.large
     def test_smallest_preset(self):
-        self.skipTest("Presets are not uploaded yet.")
+        image_batch = (
+            self.load_test_image(target_size=(518, 518))[None, ...] / 255.0
+        )
         self.run_preset_test(
             cls=DepthAnythingBackbone,
             preset="depth_anything_v2_small",
-            input_data=self.input_data,
-            expected_output_shape=(2, 70, 70, 1),
+            input_data=image_batch,
+            expected_output_shape=(1, 518, 518, 1),
         )
 
     @pytest.mark.kaggle_key_required
     @pytest.mark.extra_large
     def test_all_presets(self):
-        self.skipTest("Presets are not uploaded yet.")
+        image_batch = (
+            self.load_test_image(target_size=(518, 518))[None, ...] / 255.0
+        )
         for preset in DepthAnythingBackbone.presets:
             self.run_preset_test(
                 cls=DepthAnythingBackbone,
                 preset=preset,
-                input_data=self.input_data,
+                input_data=image_batch,
+                expected_output_shape=(1, 518, 518, 1),
             )
diff --git a/keras_hub/src/models/depth_anything/depth_anything_depth_estimator_test.py b/keras_hub/src/models/depth_anything/depth_anything_depth_estimator_test.py
index 1c69756f3f..86a2c0c67a 100644
--- a/keras_hub/src/models/depth_anything/depth_anything_depth_estimator_test.py
+++ b/keras_hub/src/models/depth_anything/depth_anything_depth_estimator_test.py
@@ -63,8 +63,9 @@ def test_depth_estimator_basics(self):
 
     @pytest.mark.large
     def test_smallest_preset(self):
-        self.skipTest("Presets are not uploaded yet.")
-        image_batch = self.load_test_image(target_size=518)[None, ...] / 255.0
+        image_batch = (
+            self.load_test_image(target_size=(518, 518))[None, ...] / 255.0
+        )
         self.run_preset_test(
             cls=DepthAnythingDepthEstimator,
             preset="depth_anything_v2_small",
diff --git a/keras_hub/src/models/depth_anything/depth_anything_presets.py b/keras_hub/src/models/depth_anything/depth_anything_presets.py
index 90757d819c..c339b0b4e2 100644
--- a/keras_hub/src/models/depth_anything/depth_anything_presets.py
+++ b/keras_hub/src/models/depth_anything/depth_anything_presets.py
@@ -1,4 +1,41 @@
 """DepthAnything model preset configurations."""
 
 # Metadata for loading pretrained model weights.
-backbone_presets = {}
+backbone_presets = {
+    "depth_anything_v2_small": {
+        "metadata": {
+            "description": (
+                "Small variant of Depth Anything V2 monocular depth estimation "
+                "(MDE) model trained on synthetic labeled images and real "
+                "unlabeled images."
+            ),
+            "params": 25_311_169,
+            "path": "depth_anything",
+        },
+        "kaggle_handle": "kaggle://keras/depth-anything/keras/depth_anything_v2_small/1",
+    },
+    "depth_anything_v2_base": {
+        "metadata": {
+            "description": (
+                "Base variant of Depth Anything V2 monocular depth estimation "
+                "(MDE) model trained on synthetic labeled images and real "
+                "unlabeled images."
+            ),
+            "params": 98_522_945,
+            "path": "depth_anything",
+        },
+        "kaggle_handle": "kaggle://keras/depth-anything/keras/depth_anything_v2_base/1",
+    },
+    "depth_anything_v2_large": {
+        "metadata": {
+            "description": (
+                "Large variant of Depth Anything V2 monocular depth estimation "
+                "(MDE) model trained on synthetic labeled images and real "
+                "unlabeled images."
+            ),
+            "params": 336_718_529,
+            "path": "depth_anything",
+        },
+        "kaggle_handle": "kaggle://keras/depth-anything/keras/depth_anything_v2_large/1",
+    },
+}