AI-Powered Medical Imaging at the Edge


Real-Time 4K Vision and On-Device AI for Next-Generation Medical Devices


Rhonda AI Camera is a compact, high-performance Edge AI imaging platform designed to power intelligent medical systems — from digital microscopy to advanced endoscopy.


Built on the Ambarella® CV72S SoC with dedicated AI acceleration, the platform delivers real-time 4K imaging with hardware-accelerated neural networks — directly inside your medical device.

Designed for Medical OEMs

Develop AI-powered medical imaging systems without building complex vision hardware from scratch.


Rhonda AI Camera enables:


  • Real-time 4K capture at 60 fps
  • On-device CNN and Transformer inference
  • Hardware-accelerated H.264 / H.265 encoding
  • Powerful ISP with advanced image processing
  • Compact integration-ready architecture

Digital Microscopy Solutions

Intelligent Pathology and Laboratory Imaging

Digital microscopy demands ultra-high detail, consistent image quality, and AI-assisted analysis. Rhonda AI Camera provides:


4K High-Resolution Live Imaging

  • 3840×2160 @ 60 fps capture
  • Smooth digital zoom and slide navigation
  • High-efficiency 4K streaming and recording

Real-Time AI-Assisted Diagnostics

  • Hardware acceleration for CNN/DNN and Transformer models
  • Support for Visual Language Models (CLIP, OWL2, Florence-2)

Use cases:

  • Cancer cell detection
  • Blood smear classification
  • Rare cell event detection
  • Automated cell counting
  • AI-based anomaly detection




Advanced Image Enhancement


The Ambarella ISP includes 30+ image quality filters enabling:

  • Noise reduction in low-light samples
  • Contrast enhancement
  • Color normalization
  • Edge sharpening
  • AI-based denoising

All processing occurs on-device — reducing latency and preserving patient data privacy.

Digital Endoscopy Solutions

Real-Time AI in Minimally Invasive Procedures

Endoscopic systems require low latency, exceptional clarity, and intelligent assistance during procedures.


Rhonda AI Camera delivers:


4K Surgical Imaging

  • 4K @ 60fps capture
  • 480 MPixel/s encoding performance
  • Hardware H.264/H.265 encoder

Ensuring:

  • High-detail visualization
  • Smooth motion rendering
  • Low-latency display


On-Device AI Surgical Assistance

Dedicated CVflow hardware accelerator supports:

  • Real-time polyp detection
  • Bleeding detection
  • Tumor margin estimation
  • Instrument tracking
  • Anatomical landmark recognition

No external GPU required. Deterministic latency. Secure local processing.


Built for Integration


Compact AI Vision Engine



The CV72S SoM core measures just 58 × 50 mm, making it ideal for:

  • Endoscopy towers
  • Portable diagnostic devices
  • Laboratory imaging systems
  • AI screening stations

Flexible Interfaces

  • MIPI CSI/DSI camera interfaces
  • HDMI 2.0 output
  • USB 3.2 Host/Device
  • Gigabit Ethernet
  • RS-232 / RS-485 (camera model)
  • 12–24V DC power input

Edge AI Advantages for Healthcare


  • ✔ Lower latency than cloud-based AI
  • ✔ Enhanced patient data privacy
  • ✔ Reduced system BOM (no external GPU)
  • ✔ Lower power consumption
  • ✔ Compact medical device integration
  • ✔ Dataset collection for continuous model improvement

AI Model Development & Porting


We support:

  • Customer model porting
  • Integration from third-party CV vendors
  • Zero-shot and few-shot learning workflows

Future-Ready Medical AI Platform


Rhonda AI Camera supports modern AI architectures including Transformer and LLM-based vision systems — ensuring your medical product remains competitive as AI models evolve.

Partner With Us


Accelerate development of:

  • AI-powered digital microscopes
  • Smart endoscopy systems
  • Portable diagnostic devices
  • AI-assisted surgical imaging
  • Automated laboratory analysis systems

Contact us to explore integration options and evaluation kits.