ML Kit Text Recognition
On-device OCR for receipt detection and text extraction with no external API calls, ensuring privacy and speed for automated data capture.
Book a DemoKey Benefits
On-Device Processing
All text recognition happens on your phone, keeping data private-nothing is sent to external servers
Fast Recognition
Instant OCR results without waiting for cloud processing delays
Privacy First
Your receipt photos and extracted text never leave your device
Multi-Language Support
Recognises text in numerous languages without any configuration
Reliable Accuracy
Google's ML Kit provides industry-leading OCR accuracy
No Internet Required
Works completely offline for air-gapped or disconnected scenarios
Low Processing Power
Efficient ML models run smoothly on mobile devices
Batch Processing
Process multiple images efficiently without external API calls
How It Works
Capture Image
Driver photographs a receipt, document, or text-containing image with the device camera.
Process Locally
ML Kit's on-device neural network analyses the image and extracts text without any network call.
Parse Results
The extracted text is parsed to identify key fields (vendor, amount, date) relevant to the business process.
Return Data
The structured data is returned to the app for display, editing, or direct submission.
Core Capabilities
Text detection in images
Character-level OCR with high accuracy
Multi-language text recognition
Image preprocessing (rotation, scaling, enhancement)
Confidence scoring for extraction reliability
Batch image processing support
On-device model execution (no cloud calls)
Offline-capable processing
Master ML Kit Text Recognition
On-device OCR for receipt detection and text extraction with no external API calls, ensuring privacy and speed for automated data capture.
Real-World Use Cases
Receipt Extraction
Automatically extract vendor, amount, and date from receipt photos
Document Capture
Capture document photos and extract key information automatically
Compliance Documentation
Extract text from permits, licenses, or certificates
International Operations
Recognise text in different languages without configuration
Offline Operations
Complete text extraction when not connected to the internet
Handwriting Recognition
Recognise handwritten text on forms and documents
License Plate Recognition
Extract license plate text from vehicle photos
Invoice Processing
Automatically extract invoice details from document photos
Why Choose ML Kit Text Recognition
ML Kit's on-device processing is a game-changer for privacy and performance. Traditional OCR requires sending images to cloud servers, introducing latency, data security concerns, and API costs. ML Kit's neural network runs on the phone itself.
The accuracy is remarkable. The same technology Google uses in Google Photos and Google Lens is available to you. Complex receipts, multiple languages, rotated text-the model handles it all without special configuration.
For drivers, the speed is transformative. Take a photo, get results instantly. No waiting for cloud processing. No network calls that fail in poor coverage areas. Completely private-your receipt photos stay on your phone.
Integration & Compatibility
ML Kit Library
Google's on-device machine learning framework
Neural Networks
Pre-trained OCR models for text recognition
Image Processing
Photo capture, rotation, enhancement
Privacy Architecture
All processing happens locally on device
Offline Support
No internet connection required for operation
Android & iOS
Native implementation on both platforms
Performance Optimisation
Efficient execution on mobile processors
Confidence Scoring
Quality metrics for extraction reliability
Ready to transform your operations?
Experience ML Kit Text Recognition and discover how it can streamline your ml kit text recognition workflow.
Book a Demo