🔥 Real-time Object Detection • OCR • Offline Translation • LiDAR Distance 🔥
Built specifically for iPhone • Works 100% offline • Privacy-first design
Brought to you by NiceDreamzApps
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🏎️ Real-time Performance: Average 10 FPS across supported iPhone models
Actual performance may vary based on scene complexity, device temperature, and background app activity
🚀 Optimization Features:
- CoreML framework with Metal acceleration
- Neural Engine utilization on A12+ chips
- Smart thermal and battery management
- Adaptive frame rate based on device capabilities
graph TB
A[📱 iPhone Camera] --> B[🎯 YOLOv8 CoreML Model]
B --> C[⚡ Metal Performance Shaders]
C --> D[🧠 Neural Engine]
D --> E[📊 SwiftUI Interface]
F[📝 Vision Framework] --> G[🌎 Offline Translation]
H[📏 ARKit LiDAR] --> I[📐 Distance Calculation]
B --> J[🔒 100% On-Device Processing]
| Component | Technology | Purpose |
|---|---|---|
| 🤖 AI Model | YOLOv8 (Ultralytics) | 601-class object detection |
| 🏗️ UI Framework | SwiftUI | Native iOS interface |
| ⚡ Acceleration | CoreML + Metal + Neural Engine | Hardware-optimized inference |
| 📊 Dataset | Open Images V7 | Comprehensive training data |
| 🍎 Platform | iOS 15+ Native APIs | Deep system integration |
| 🔋 Optimization | Smart resource management | Battery & thermal aware |
- iPhone X and newer (iOS 15+ required)
- Optimized for all compatible devices
- LiDAR features available on Pro models with depth sensor
💡 Note: iPhone 12+ models may offer enhanced performance due to improved Neural Engine and thermal design, but the app runs well across all supported devices.
| Privacy Feature | Status | Description |
|---|---|---|
| 📊 Data Collection | ❌ NONE | Zero telemetry or analytics |
| 🌐 Internet Required | ❌ NO | Works in airplane mode |
| 📍 Location Tracking | ❌ NEVER | No GPS or location access |
| 🏢 Cloud Processing | ❌ NONE | 100% on-device AI |
| 🔐 Data Encryption | ✅ Built-in | iOS secure enclave protection |
🔐 Your privacy is non-negotiable. Everything happens locally on your iPhone.
| 🌎 Translation | 🐶 Detection | 🏠 Home Screen | 📱 App Info | 📏 LiDAR Distance |
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| Offline Spanish→English | 601 object classes | Clean, native UI | Lightweight install | Pro model depth sensing |
- Development: macOS with Xcode 16+
- Device: iPhone X+ with iOS 15+ (iPhone 12+ recommended for optimal performance)
- Optional: LiDAR-enabled iPhone for distance measurement features
# 1. Clone the repository
git clone https://github.com/nicedreamzapp/nicedreamzapp.git
# 2. Navigate to project
cd nicedreamzapp
# 3. Open in Xcode
open "RealTime Ai Cam.xcodeproj"
# 4. Connect your iPhone and build!- 📷 Camera (required for object detection)
- 🎤 Microphone (optional, for voice features)
- 📐 Motion/Depth (optional, for LiDAR distance measurement)
🤖 Custom Model Replacement (Click to expand)
Advanced users can swap the included YOLOv8 model with a custom CoreML model:
-
Replace Model File
/Models/YOLOv8.mlpackage → YourCustomModel.mlpackage -
Update Processor
- Modify
YOLOv8Processor.swiftif input/output shapes differ - Adjust class labels in the configuration
- Modify
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Large Models
- Use Git LFS for models >100MB
- Consider model quantization for better performance
- Adjust inference frequency in
CameraViewController.swift - Modify confidence thresholds for different use cases
- Enable/disable features based on device capabilities
📝 Before submitting a PR, please include:
- 📱 Device model + iOS version tested
- 🔄 Steps to reproduce any issues
- 📋 Crash logs or error messages (if applicable)
- 📸 Screenshots or video demonstration
- 🧪 Test results on different device configurations
🎯 Areas where we'd love help:
- 🌍 Additional language support for translation
- 🎨 UI/UX improvements
- ⚡ Performance optimizations
- 🐛 Bug fixes and stability improvements
- 📚 Documentation enhancements
- 🔓 GPL-3.0 — For open source development and learning
- 💼 Commercial License — Required for App Store, TestFlight, or commercial distribution
📧 Commercial licensing: info@nicedreamzwholesale.com
| Component | Creator | License |
|---|---|---|
| 🤖 YOLOv8 | © Ultralytics | GPL-3.0 |
| 📊 Open Images V7 | CC BY 4.0 | |
| 🍎 CoreML, Metal, SwiftUI | © Apple Inc. | Apple Developer Agreement |
| 🎨 App Design & Development | © NiceDreamzApps | GPL-3.0 |
© 2025 RealTime AI Camera • Open Source • Privacy-First • iPhone Optimized