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README.md

@@ -1,12 +1,12 @@
+
 ---
-title: Image Classifier Interface Load
-emoji: 😻
+title: image_classifier_interface_load 
+emoji: 🔥
 colorFrom: indigo
-colorTo: green
+colorTo: indigo
 sdk: gradio
 sdk_version: 3.3.1
+
 app_file: app.py
 pinned: false
 ---
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,32 @@
+import gradio as gr
+import pathlib
+
+current_dir = pathlib.Path(__file__)
+
+images = [current_dir / "cheetah1.jpeg", current_dir / "cheetah1.jpg", current_dir / "lion.jpg"]
+
+
+img_classifier = gr.Interface.load(
+    "models/google/vit-base-patch16-224", examples=images, cache_examples=True
+)
+
+
+def func(img, text):
+    return img_classifier(img), text
+
+
+using_img_classifier_as_function = gr.Interface(
+    func,
+    [gr.Image(type="filepath"), "text"],
+    ["label", "text"],
+    examples=[
+        [current_dir / "cheetah1.jpeg", None],
+        [current_dir / "cheetah1.jpg", "cheetah"],
+        [current_dir / "lion.jpg", "lion"],
+    ],
+    cache_examples=True,
+)
+demo = gr.TabbedInterface([using_img_classifier_as_function, img_classifier])
+
+if __name__ == "__main__":
+    demo.launch()