Create check.py

check.py

@@ -0,0 +1,65 @@
+import streamlit as st
+import base64
+from groq import Groq
+
+# Function to encode the image
+def encode_image(image):
+    return base64.b64encode(image.read()).decode('utf-8')
+
+# Function to extract ID card details from the image
+def extract_id_details(image_url_or_base64):
+    client = Groq()
+    
+    # Check if it's a base64 image or URL
+    if image_url_or_base64.startswith("data:image"):
+        # Image is in base64 format
+        url = image_url_or_base64
+    else:
+        # Image is a URL
+        url = f"data:image/jpeg;base64,{encode_image(image_url_or_base64)}"
+    
+    completion = client.chat.completions.create(
+        model="llama-3.2-90b-vision-preview",
+        messages=[
+            {
+                "role": "user",
+                "content": [
+                    {"type": "text", "text": "List all the details from the provided image of an ID card. Just list them in points. Don't give any other background descriptions."},
+                    {
+                        "type": "image_url",
+                        "image_url": {"url": url}
+                    },
+                ],
+            }
+        ],
+        temperature=0.2,
+        max_completion_tokens=200,
+        top_p=0,
+        stream=False,
+        stop=None,
+    )
+    return completion.choices[0].message.content
+
+# Streamlit app interface
+st.title("ID Card OCR Extractor")
+
+# Input for image URL or upload
+image_url = st.text_input("Enter the image URL:")
+
+uploaded_image = st.file_uploader("Or upload an image of an ID card", type=["jpg", "jpeg", "png"])
+
+if st.button("Extract Details"):
+    if image_url:
+        with st.spinner("Extracting details from the URL..."):
+            details = extract_id_details(image_url)
+        st.subheader("Extracted Details:")
+        st.write(details)
+    elif uploaded_image:
+        with st.spinner("Extracting details from the uploaded image..."):
+            # Encode the uploaded image as base64
+            base64_image = encode_image(uploaded_image)
+            details = extract_id_details(base64_image)
+        st.subheader("Extracted Details:")
+        st.write(details)
+    else:
+        st.warning("Please provide either a valid image URL or upload an image.")