diff --git a/keras_hub/src/models/deeplab_v3/deeplab_v3_presets.py b/keras_hub/src/models/deeplab_v3/deeplab_v3_presets.py
index 1b1dde181d..9a4db0b121 100644
--- a/keras_hub/src/models/deeplab_v3/deeplab_v3_presets.py
+++ b/keras_hub/src/models/deeplab_v3/deeplab_v3_presets.py
@@ -1,4 +1,18 @@
 """DeepLabV3 preset configurations."""
 
-# TODO https://github.com/keras-team/keras-hub/issues/1896,
-backbone_presets = {}
+backbone_presets = {
+    "deeplabv3_plus_resnet50_pascalvoc": {
+        "metadata": {
+            "description": (
+                "DeepLabV3+ model with ResNet50 as image encoder and trained on "
+                "augmented Pascal VOC dataset by Semantic Boundaries Dataset(SBD)"
+                "which is having categorical accuracy of 90.01 and 0.63 Mean IoU."
+            ),
+            "params": 39190656,
+            "official_name": "DeepLabV3",
+            "path": "deeplabv3",
+            "model_card": "https://arxiv.org/abs/1802.02611",
+        },
+        "kaggle_handle": "kaggle://kerashub/deeplabv3/keras/deeplabv3_plus_resnet50_pascalvoc",
+    },
+}