# Elpidaa — Edge Computer Vision & Neural Inference Engine

> Computer Vision Research, Edge AI Inference Engine and Vision Studio prototyping in Pakistan.

## Platform Capabilities
- [Vision Studio](https://elpidaa.com.pk/vision-studio): Interactive browser-based computer vision sandbox and real-time model experimentation.
- [Video Analytics Research](https://elpidaa.com.pk/solutions/video-analytics): Edge neural model architectures, low-latency inference pipelines and multi-class object detection.
- [ANPR Engineering](https://elpidaa.com.pk/solutions/anpr): License plate character segmentation and neural recognition models trained on Pakistani vehicle formats.
- [PPE Detection](https://elpidaa.com.pk/solutions/ppe-monitoring): Edge computer vision models for industrial safety compliance, helmet, high-vis vest and footwear verification.
- [Perimeter AI](https://elpidaa.com.pk/solutions/perimeter-monitoring): Low-latency neural edge intrusion detection and spatial zone monitoring.
- [Retail Intelligence](https://elpidaa.com.pk/solutions/retail-analytics): Visual footfall estimation, customer dwell analysis and heatmapping research.
- [Camera Integration](https://elpidaa.com.pk/solutions/camera-integration): RTSP, ONVIF and edge hardware compatibility engineering.

## Architecture & Edge Deployment Model
Elpidaa develops lightweight, high-throughput neural inference engines designed to run directly on edge nodes, industrial IPCs, and on-premise appliances without requiring continuous high-bandwidth cloud uplink.

### Key Technical Specifications
- Edge Inference Runtime: ONNX Runtime, TensorRT and CPU-optimized quantized models (INT8/FP16).
- Video Ingestion: RTSP, H.264/H.265 hardware-accelerated decode, ONVIF Profile S/T compliant.
- Privacy & Sovereign Isolation: Local video processing ensures video streams never exit the client’s physical boundary.
- Pakistan Infrastructure Hardening: Built-in watchdog services for sudden power interrupts, thermal throttling protection up to 50°C ambient, and offline event queueing.

## Planning & Evaluation
- [Compatibility Assessment](https://elpidaa.com.pk/compatibility): Verify camera stream protocols, network bitrates and target frame rates.
- [Project Brief](https://elpidaa.com.pk/project-brief): Structured scoping form for technical site evaluations.
- [Contact Engineering Desk](https://elpidaa.com.pk/contact): Engage directly with research and deployment engineers.
- [Privacy Policy](https://elpidaa.com.pk/privacy): Data retention, local telemetry and privacy protections.

Contact: engineering@elpidaa.com.pk