Upload app.py

app.py

@@ -0,0 +1,46 @@
+import gradio as gr
+from azure.ai.vision.imageanalysis import ImageAnalysisClient
+from azure.ai.vision.imageanalysis.models import VisualFeatures
+from azure.core.credentials import AzureKeyCredential
+
+
+def sample_ocr_image_file(image1, end_point, API_Key):
+    
+    if (end_point == '' or API_Key == ''):
+        output = "*** Please provide EndPoint URL and API_KEY ***"
+    else:
+        try:
+            endpoint = end_point
+            key = API_Key
+            # Create an Image Analysis client
+            client = ImageAnalysisClient(
+                endpoint=endpoint,
+                credential=AzureKeyCredential(key)
+            )
+            # [START read]
+            # Load image to analyze into a 'bytes' object
+            with open(image1, "rb") as f:
+                image_data = f.read()
+
+            # Extract text (OCR) from an image stream. This will be a synchronously (blocking) call.
+            result = client.analyze(
+                image_data=image_data,
+                visual_features=[VisualFeatures.READ]
+            )
+            if result.read is not None:
+                sentence = ''
+                for line in result.read.blocks[0].lines:
+                    sentence += f"    {line.text}" + "\n"  
+                    print(f"   Line: '{line.text}'")
+                    output = sentence
+            
+        except :
+            output = "*** Please check EndPoint URL and API_KEY ***"
+
+    return output
+    
+demo = gr.Interface( sample_ocr_image_file,
+                    [gr.UploadButton("Click to Upload an Image File", file_types=["image"]), gr.Textbox(label="Enter your Endpoint URL", placeholder="URL", lines=1),gr.Textbox(type = "password", label="Enter your API-Key", placeholder="API-Key", lines=1)],
+                    [gr.Textbox(label = "Output")]
+
+).launch()