Update app.py

app.py

@@ -1,48 +1,48 @@
-# Necessary imports
-import gradio as gr
-from src.siglip.classifier import ZeroShotImageClassification
-
-
-# Examples to display in the interface
-examples = [
-    [
-        "images/baklava.png",
-        "dessert on a plate, a serving of baklava, a plate and spoon",
-    ],
-    [
-        "images/beignets.png",
-        "a dog, a cat, a donut, a beignet",
-    ],
-    [
-        "images/cat.png",
-        "two sleeping cats, two cats playing, three cats laying down",
-    ],
-]
-
-# Title and description and article for the interface
-title = "Zero Shot Image Classification"
-description = "Classify image using zero-shot classification with SigLIP 2 zeroshot model! Provide an image input and a list of candidate labels separated by commas. Read more at the links below."
-article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2502.14786' target='_blank'>SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features</a> | <a href='https://huggingface.co/google/siglip2-so400m-patch16-naflex' target='_blank'>Model Page</a></p>"
-
-
-# Launch the interface
-demo = gr.Interface(
-    fn=ZeroShotImageClassification,
-    inputs=[
-        gr.Image(type="pil", label="Input", placeholder="Enter image to classify"),
-        gr.Textbox(
-            label="Candidate Labels",
-            placeholder="Enter candidate labels separated by commas",
-        ),
-    ],
-    outputs=gr.Label(label="Classification"),
-    title=title,
-    description=description,
-    article=article,
-    examples=examples,
-    cache_examples=True,
-    cache_mode="lazy",
-    theme="Soft",
-    flagging_mode="never",
-)
-demo.launch(debug=False)
+# Necessary imports
+import gradio as gr
+from src.siglip.classifier import ZeroShotImageClassification
+
+
+# Examples to display in the interface
+examples = [
+    [
+        "images/baklava.png",
+        "dessert on a plate, a serving of baklava, a plate and spoon",
+    ],
+    [
+        "images/beignets.png",
+        "a dog, a cat, a donut, a beignet",
+    ],
+    [
+        "images/cat.png",
+        "two sleeping cats, two cats playing, three cats laying down",
+    ],
+]
+
+# Title and description and article for the interface
+title = "Zero Shot Image Classification"
+description = "Classify image using zero-shot classification with SigLIP 2 model! Provide an image input and a list of candidate labels separated by commas. Read more at the links below."
+article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2502.14786' target='_blank'>SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features</a> | <a href='https://huggingface.co/google/siglip2-so400m-patch16-naflex' target='_blank'>Model Page</a></p>"
+
+
+# Launch the interface
+demo = gr.Interface(
+    fn=ZeroShotImageClassification,
+    inputs=[
+        gr.Image(type="pil", label="Input", placeholder="Enter image to classify"),
+        gr.Textbox(
+            label="Candidate Labels",
+            placeholder="Enter candidate labels separated by commas",
+        ),
+    ],
+    outputs=gr.Label(label="Classification"),
+    title=title,
+    description=description,
+    article=article,
+    examples=examples,
+    cache_examples=True,
+    cache_mode="lazy",
+    theme="Soft",
+    flagging_mode="never",
+)
+demo.launch(debug=False)