diff --git a/examples/DynaCLR/vcp_tutorials/quickstart.ipynb b/examples/DynaCLR/vcp_tutorials/quickstart.ipynb
index 642825e2..50248fc0 100644
--- a/examples/DynaCLR/vcp_tutorials/quickstart.ipynb
+++ b/examples/DynaCLR/vcp_tutorials/quickstart.ipynb
@@ -7,7 +7,7 @@
     "cell_marker": "\"\"\""
    },
    "source": [
-    "# Quick Start: DynaCLR\n",
+    "# Quickstart: DynaCLR\n",
     "## Cell Dynamics Contrastive Learning of Representations\n",
     "\n",
     "**Estimated time to complete:** 25-30 minutes"
diff --git a/examples/DynaCLR/vcp_tutorials/quickstart.py b/examples/DynaCLR/vcp_tutorials/quickstart.py
index 8b8f53ce..c77521e3 100644
--- a/examples/DynaCLR/vcp_tutorials/quickstart.py
+++ b/examples/DynaCLR/vcp_tutorials/quickstart.py
@@ -1,6 +1,6 @@
 # %% [markdown]
 """
-# Quick Start: DynaCLR
+# Quickstart: DynaCLR
 ## Cell Dynamics Contrastive Learning of Representations
 
 **Estimated time to complete:** 25-30 minutes
diff --git a/pyproject.toml b/pyproject.toml
index 6bd588ae..4dd3c254 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -68,6 +68,8 @@ optional-dependencies.visual = [
   "plotly",
   "seaborn",
   "torchview",
+  "gradio>=5.49.1",
+
 ]
 scripts.viscy = "viscy.cli:main"
 
@@ -85,4 +87,4 @@ lint.per-file-ignores."applications/**/*.py" = [ "E402" ]
 lint.per-file-ignores."examples/**/*.ipynb" = [ "E402" ]
 lint.per-file-ignores."examples/**/*.py" = [ "E402", "F821" ]
 lint.per-file-ignores."tests/**/*.py" = [ "E402" ]
-lint.isort.known-first-party = [ "viscy" ]
+lint.isort.known-first-party = [ "viscy" ]
\ No newline at end of file