Update README.md

README.md

@@ -1,75 +1,78 @@
----
-title: Singtel Bill Scanner
-emoji: 📱
-colorFrom: red
-colorTo: red
-sdk: streamlit
-sdk_version: 1.28.0
-app_file: app.py
-pinned: false
-tags:
-  - computer-vision
-  - ocr
-  - trocr
-  - bill-processing
-  - singtel
-  - document-ai
----
-
-# Singtel Bill Scanner 📱💡
-
-An AI-powered optical character recognition (OCR) system specifically designed for processing Singtel telecommunications bills.
-
-## 🚀 Try the Live Demo
-
-Upload your Singtel bill image and get instant results!
-
-## Features
-
-- 🔍 **Text Extraction**: Uses Microsoft TrOCR for accurate OCR
-- 📊 **Bill Parsing**: Extracts amounts, dates, account numbers
-- ⚡ **Fast Processing**: Real-time results
-- 🎯 **Singtel Optimized**: Tailored for Singtel bill formats
-- 🔒 **Privacy First**: Images processed locally, not stored
-
-## How to Use
-
-1. 📸 Take a clear photo of your Singtel bill
-2. 📤 Upload the image using the interface above
-3. 🔍 Click "Extract Information"
-4. 📊 View the extracted data
-
-## Technical Details
-
-- **Model**: Microsoft TrOCR (microsoft/trocr-base-handwritten)
-- **Framework**: Streamlit + Hugging Face Transformers
-- **Processing**: ~3-5 seconds per image
-- **Accuracy**: High for clear, well-lit images
-
-## Local Installation
-
-```bash
-git clone https://huggingface.co/spaces/Cosmo125/Singtel_Bill_Scanner
-cd Singtel_Bill_Scanner
-pip install -r requirements.txt
-streamlit run app.py
-```
-
-## API Usage
-
-```python
-from transformers import pipeline
-from PIL import Image
-
-# Load model
-pipe = pipeline("image-to-text", model="microsoft/trocr-base-handwritten")
-
-# Process image
-image = Image.open("bill.jpg")
-result = pipe(image)
-text = result[0]['generated_text']
-```
-
----
-
-_Created for the Singtel community with ❤️_
+---
+title: Singtel Bill Scanner
+emoji: 📱
+colorFrom: red
+colorTo: red
+sdk: streamlit
+sdk_version: 1.28.0
+app_file: app.py
+pinned: false
+tags:
+  - computer-vision
+  - ocr
+  - trocr
+  - bill-processing
+  - singtel
+  - document-ai
+---
+
+# Singtel Bill Scanner 📱💡
+
+An AI-powered optical character recognition (OCR) system specifically designed for processing Singtel telecommunications bills.
+
+## 🚀 Try the Live Demo
+
+Upload your Singtel bill image and get instant results!
+
+## Features
+
+- 🔍 **Text Extraction**: Uses Microsoft TrOCR for accurate OCR
+- 📊 **Bill Parsing**: Extracts amounts, dates, account numbers
+- ⚡ **Fast Processing**: Real-time results
+- 🎯 **Singtel Optimized**: Tailored for Singtel bill formats
+- 🔒 **Privacy First**: Images processed locally, not stored
+
+## How to Use
+
+1. 📸 Take a clear photo of your Singtel bill
+2. 📤 Upload the image using the interface above
+3. 🔍 Click "Extract Information"
+4. 📊 View the extracted data
+
+## Technical Details
+
+- **Model**: Microsoft TrOCR (microsoft/trocr-base-handwritten)
+- **Framework**: Streamlit + Hugging Face Transformers
+- **Processing**: ~3-5 seconds per image
+- **Accuracy**: High for clear, well-lit images
+
+## Local Installation
+
+```bash
+git clone https://huggingface.co/spaces/Cosmo125/Singtel_Bill_Scanner
+cd Singtel_Bill_Scanner
+pip install -r requirements.txt
+streamlit run app.py
+```
+
+## API Usage
+
+```python
+from transformers import pipeline
+from PIL import Image
+
+# Load model
+pipe = pipeline("image-to-text", model="microsoft/trocr-base-handwritten")
+
+# Process image
+image = Image.open("bill.jpg")
+result = pipe(image)
+text = result[0]['generated_text']
+```
+
+Team members
+Ninette
+
+---
+
+_Created for the Singtel community with ❤️_