Create app.py

app.py

@@ -0,0 +1,19 @@
+import gradio as gr
+from transformers import BlipProcessor, BlipForConditionalGeneration
+from PIL import Image
+
+processor = BlipProcessor.from_pretrained("Salesforce/blip-image-captioning-base")
+model = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-base")
+
+def generate_caption(image):
+    inputs = processor(images=image, return_tensors="pt")
+    out = model.generate(**inputs)
+    caption = processor.decode(out[0], skip_special_tokens=True)
+    return caption
+
+gr.Interface(fn=generate_caption,
+             inputs=gr.Image(type="pil"),
+             outputs="text",
+             title="画像キャプション生成",
+             description="アップロードされた画像に対してキャプションを自動生成します"
+             ).launch()