Features
Real-time image and video processing pipeline
Face detection and facial landmark estimation
Object detection with Haar cascades and DNN
Multi-object tracking across frames
3D calibration, reconstruction, and point clouds
Image stitching for panorama creation
Deep learning inference via ONNX, TensorFlow, PyTorch
GPU acceleration with CUDA, OpenCL, and AMD ROCm
Cross-platform desktop and mobile support
C++, Python, Java, and MATLAB API bindings
Integrated machine learning module (ML)
Video analysis: motion estimation, background subtraction
Camera calibration and multi-sensor fusion
Augmented reality marker detection and pose estimation
Cloud-Optimized OpenCV (COOL) for faster deployment
Open-source starter kit for AI headshot SaaS
Custom AI model training on face samples
Generate professional headshots in minutes
Credit-based billing via Stripe integration
User authentication with Supabase Magic Link
Image uploads via Vercel Blob storage
Optional email notifications via Resend
Astria packs API support for prompt management
Flux model fine-tuning support
One-click deploy to Vercel
Dashboard for managing credits and headshots
Shadcn UI components with Tailwind CSS
Webhook handling for training and inference events
Announcement bar configuration via env vars
DEPLOYMENT_URL env variable for platform-agnostic hosting
