Add files.

README.md

@@ -1,13 +1,18 @@
 ---
-title: Demo Openai Clip Vit
-emoji: 🌍
-colorFrom: red
-colorTo: gray
+title: Gradio Openai Clip Vit Large Patch14
+emoji: 🏢
+colorFrom: blue
+colorTo: yellow
 sdk: gradio
 sdk_version: 3.39.0
 app_file: app.py
 pinned: false
-license: openrail
+license: creativeml-openrail-m
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+# Examples:
+
+## A. Input example:
+the photo contains one cat, the photo contains a animal,the photo contains two cats, the photo contains something else

app.py

@@ -0,0 +1,90 @@
+import gradio as gr
+from transformers import pipeline
+import os
+
+MODEL_OPENAI_CLIP_VIT_LARGE_PATCH_14 = "openai/clip-vit-large-patch14"
+MODEL_OPENAI_CLIP_VIT_BASE_PATCH_16 = "openai/clip-vit-base-patch16"
+MODEL_OPENAI_CLIP_VIT_BASE_PATCH_32 = "openai/clip-vit-base-patch32"
+
+input_examles = [
+    [
+        os.path.join(os.path.dirname(__file__), "images/example-01-two-cats.jpg"), 
+        'the photo contains one cat,'   \
+        'the photo contains a animal,'  \
+        'the photo contains two cats,'  \
+        'the photo contains something else',
+        MODEL_OPENAI_CLIP_VIT_LARGE_PATCH_14
+    ],
+    [
+        os.path.join(os.path.dirname(__file__), "images/example-02-two-cats.jpg"), 
+        'the photo contains one cat,'   \
+        'the photo contains a animal,'  \
+        'the photo contains two cats,'  \
+        'the photo contains something else',
+        MODEL_OPENAI_CLIP_VIT_BASE_PATCH_16
+    ],
+    [
+        os.path.join(os.path.dirname(__file__), "images/example-03-woman-with-pink-shirt-and-a-printer.jpg"), 
+        'the photo contains a man and a printer,'                       \
+        'the photo contains a woman with blue shirt and a printer,'     \
+        'the photo contains a woman and a printer,'                     \
+        'the photo contains a printer,'                                 \
+        'the photo contains a woman with pink shirt and a printer,'     \
+        'the photo contains something else',
+        MODEL_OPENAI_CLIP_VIT_LARGE_PATCH_14
+    ],
+    [
+        os.path.join(os.path.dirname(__file__), "images/example-04-printer-in-the-left.jpg"), 
+        'the photo contains a printer in the left,'     \
+        'the photo contains a printer in the right,'    \
+        'the photo contains a printer in the middle'    \
+        'the photo contains something else',
+        MODEL_OPENAI_CLIP_VIT_LARGE_PATCH_14
+    ],
+    [
+        os.path.join(os.path.dirname(__file__), "images/example-05-car-in-the-left-and-motorbike-in-the-right.jpg"), 
+        'the photo contains a car in the left and a motorbike in the right,'     \
+        'the photo contains a car in the right and a motorbike in the left',
+        MODEL_OPENAI_CLIP_VIT_LARGE_PATCH_14
+    ]
+]
+
+def launch(image_input, labels_input, dropdown_input):
+    
+    return predict(image_input, labels_input, dropdown_input)
+
+def predict(image_input, labels_input, dropdown_input):
+    
+    labels_candidate = labels_input.split(",")
+    
+    selected_model = f"""{dropdown_input}"""
+    pipe = pipeline(task="zero-shot-image-classification",  model=selected_model)
+    
+    predictions = pipe(image_input, candidate_labels=labels_candidate)
+    
+    return {p["label"]: p["score"] for p in predictions}
+
+# SYSTEM INPUTS
+image_input = gr.Image(label="Upload iamge candidate", type="filepath")
+text_input = gr.Textbox(type="text", label="Possible classes to detect.")
+dropdown_input = gr.Dropdown(
+    [
+        MODEL_OPENAI_CLIP_VIT_LARGE_PATCH_14,
+        MODEL_OPENAI_CLIP_VIT_BASE_PATCH_16,
+        MODEL_OPENAI_CLIP_VIT_BASE_PATCH_32
+    ], 
+    label="OpenAI ClipVit Model")
+
+# SYSTEM OUTPUTS
+output_label = gr.outputs.Label()
+
+demo = gr.Interface(
+    launch,
+    inputs=[image_input, text_input, dropdown_input],
+    outputs=output_label,
+    title="Demo aobut zero-shot-image-classification",
+    examples = input_examles
+)
+
+if __name__ == "__main__":
+    demo.launch()   

requirements.txt

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+transformers
+torch