Update app.py

app.py

@@ -8,18 +8,17 @@ model, preprocess = clip.load("ViT-B/32", device=device)
 
 def clip(image, text):
 
-    return "UWU"
-    # image = preprocess(image).unsqueeze(0).to(device)
-    # text = clip.tokenize([text]).to(device)
+    image = preprocess(image).unsqueeze(0).to(device)
+    text = clip.tokenize([text]).to(device)
 
-    # with torch.no_grad():
-    #     image_features = model.encode_image(image)
-    #     text_features = model.encode_text(text)
+    with torch.no_grad():
+        image_features = model.encode_image(image)
+        text_features = model.encode_text(text)
         
-    #     logits_per_image, logits_per_text = model(image, text)
-    #     probs = logits_per_image.softmax(dim=-1).cpu().numpy()
+        logits_per_image, logits_per_text = model(image, text)
+        probs = logits_per_image.softmax(dim=-1).cpu().numpy()
 
-    # return probs[0]
+    return probs[0]
 
 demo = gr.Interface(fn=clip, inputs=["text", "image"], outputs="text")
 demo.launch()