Add examples

.gitattributes

@@ -32,3 +32,9 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+examples/images/dogs-1.jpg filter=lfs diff=lfs merge=lfs -text
+examples/embeddings filter=lfs diff=lfs merge=lfs -text
+examples/embeddings/dogs.pickle filter=lfs diff=lfs merge=lfs -text
+examples/image_zipfile filter=lfs diff=lfs merge=lfs -text
+examples/image_zipfile/dogs.zip filter=lfs diff=lfs merge=lfs -text
+examples/images filter=lfs diff=lfs merge=lfs -text

app.py

@@ -10,6 +10,7 @@ import cv2
 import pickle
 import zipfile
 import faiss
+from examples import examples
 
 
 DINOV2_REPO = "facebookresearch/dinov2"
@@ -140,6 +141,18 @@ with gr.Blocks() as demo:
             outputs=output_images + distances,
         )
 
+        gr.Examples(
+            examples=examples,
+            inputs=[
+                image_embedding_file,
+                image_zip_file,
+                input_image,
+            ],
+            outputs=output_images + distances,
+            fn=instance_recognition,
+            run_on_click=True,
+        )
+
     with gr.Tab("Image Embedding with database"):
         with gr.Row():
             embedding_btn = gr.Button(value="Image Embedding")

examples.py

@@ -0,0 +1,15 @@
+import os
+
+examples = [
+    [
+        os.path.join(
+            os.path.dirname(__file__),
+            "examples/embeddings/dogs.pickle"
+        ),
+        os.path.join(
+            os.path.dirname(__file__),
+            "examples/image_zipfile/dogs.zip"
+        ),
+        os.path.join(os.path.dirname(__file__), "examples/images/dogs-1.jpg"),
+    ],
+]

examples/embeddings/dogs.pickle

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90efb63db02ee3f404a7502f57baf666d4dbef3fe54f680211045317834e08ed
+size 417128

examples/image_zipfile/dogs.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51ab18a7197eb1f3f54abf55e320bed29fdc703d023bdea7ce4a40eeb26df4f4
+size 770185