Create app.py

app.py

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+import easyocr as ocr  #OCR
+from PIL import Image #Image Processing
+import numpy as np #Image Processing 
+import gradio as gr
+
+
+input = gr.inputs.Image(label="Upload your Image", type = type=['png','jpg','jpeg'], optional=True)
+
+def load_model(): 
+    reader = ocr.Reader(['en'],model_storage_directory='.')
+    return reader 
+
+def text(image):
+    reader = load_model() #load model
+    input_image = Image.open(image) #read image
+    result = reader.readtext(np.array(input_image))
+    result_text = [] #empty list for results
+    for text in result:
+        result_text.append(text[1])
+    return result_text
+
+output = gr.outputs.Textbox(type="text",label="Captions")
+
+title = "Image Captioning "
+
+interface = gr.Interface(
+        fn=text,
+        inputs = input,
+        theme="grass",
+        outputs=output,
+        title=title,
+    )
+interface.launch(debug=True)