fixing deprecated functions in gradio

README.md

@@ -6,6 +6,7 @@ colorTo: pink
 sdk: gradio
 app_file: app.py
 pinned: false
+python_version: 3.10
 ---
 
 # Configuration

app.py

@@ -12,12 +12,12 @@ model = CLIPModel.from_pretrained("openai/clip-vit-base-patch32")
 processor = CLIPProcessor.from_pretrained("openai/clip-vit-base-patch32")
 tokenizer = CLIPTokenizer.from_pretrained("openai/clip-vit-base-patch32")
 
-
-
 #Open the precomputed embeddings
 emb_filename = 'unsplash-25k-photos-embeddings.pkl'
 with open(emb_filename, 'rb') as fIn:
-        img_names, img_emb = pickle.load(fIn)  
+        img_names, img_emb = pickle.load(fIn)
+        #print(f'img_emb: {print(img_emb)}')
+        #print(f'img_names: {print(img_names)}')  
 
 
 def search_text(query, top_k=1):
@@ -41,9 +41,10 @@ def search_text(query, top_k=1):
     
     image=[]
     for hit in hits:
-        print(img_names[hit['corpus_id']])
+        #print(img_names[hit['corpus_id']])
         object = Image.open(os.path.join("photos/", img_names[hit['corpus_id']]))
         image.append(object)
+        #print(f'array length is: {len(image)}')
 
     return image
     
@@ -53,11 +54,13 @@ iface = gr.Interface(
     description = "Gradio Demo fo CLIP model. \n This demo is based on assessment for the 🤗  Huggingface course 2. \n To use it, simply write which image you are looking for. Read more at the links below.",
     article = "You find more information about this demo on my ✨ github repository [marcelcastrobr](https://github.com/marcelcastrobr/huggingface_course2)",
     fn=search_text, 
-    inputs=[gr.inputs.Textbox(lines=4, 
+    inputs=[gr.Textbox(lines=4,
         label="Write what you are looking for in an image...",
         placeholder="Text Here..."),
-        gr.inputs.Slider(0, 5, step=1)], 
-    outputs=gr.outputs.Carousel(gr.outputs.Image(type="pil"))
+        gr.Slider(0, 5, step=1)],
+    outputs=[gr.Gallery(
+            label="Generated images", show_label=False, elem_id="gallery"
+        ).style(grid=[2], height="auto")]
     ,examples=[[("Dog in the beach"), 2], 
         [("Paris during night."), 1], 
         [("A cute kangaroo"), 5],

requirements.txt

@@ -1,3 +1,4 @@
 transformers
 sentence-transformers
-torch
+torch
+gradio