Edge AI Experiencing video Hardware Limitations? 

How would removing hardware limitations impact the capabilities of your model?

 

Giants of Neural Network Acceleration 

Discover the Possibilities

With hardware limitations removed, models will be larger with more capabilities.

Unlock High Performance

Unleashing Complex AI Models to Process Ultra High Definition Visuals at Blazing Speeds.

Experience Near-Zero Latency

Discover a world of instantaneous experiences with advanced real-time processing technology.

Embrace Power Efficiency

Utilizing 90% Less Power than GPUs for a Streamlined, High-Performance Experience.

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Overcoming Hardware Limitations Impacting AI Performance

Traditional hardware systems have sluggish frame processing, unpredictable high latency, data loss, and inconsistent throughput. While reducing image resolution, adding more hardware, or compressing the model may offer minor improvements, the costs are high. To truly enhance performance, it's essential to address the root cause with a fundamental solution.

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HubSpot Video

What's Next?

Experience seamless integration with Gigantor as we provide an optimized circuit design of your model primed for hardware implementation.

Step 1 Model Analysis and Estimate 
Submit your trained model overview for evaluation.

Step 2 Initiating the Process
Provide your camera/sensor input resolution and frame rate. 

Step 3 Your Customized Solution 
We'll transform the model into a streamlined pipeline system. You receive an optimized circuit design ready for FPGA or ASIC deployment.

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Edge AI with Video Hardware Limitations 

Edge-based Artificial Intelligence models often face challenges in limited space, onboard power supply constraints, and the need for real-time operation. We provide solutions tailored to overcome these hurdles and optimize performance.

Here are some industry examples where GigaMACS™ can help. 

  • Defense & Aerospace

    Defense & Aerospace

    • Fire Control & Automation
    • Target Acquisition & Tracking
    • Drone & Satellite Surveillance
    • Drone Swarms
  • Autonomous & Unmanned

    Autonomy 

    • Aerial Navigation
    • Drone Flight & Stability
    • Autonomous Vehicles / Robots
    • Unmanned Subsurface Vehicles USV
  • Agriculture

    Agriculture

    • Laser Pest Control
    • Chemical Pest Prevention
    • Soil Testing & Replenishment
    • Preparation, Planting, & Harvesting
  • Augmented Reality

    Augmented Reality

    • Medical & Surgery HUDs
    • Marketing & Gaming
    • Engine Mechanics
    • Training Applications
  • On-Highway Transportation

    Transportation

    • Driving Auto-Assist
    • Autonomous Ride-Hailing
    • City Bus / Subway Transport
    • Level4/Level5 Autonomous Driving
  • Industrial Machines

    Industrial Machines

    • Mining Controls
    • Drilling & Boring
    • Construction Vehicles
    • Oil & Water Well Drilling
  • Health Care

    Health Care

    • MRI & CT 3D CNN
    • Mobile Medical Devices
    • Fetal Abnormality Detection
    • Cancer Abnormality Recognition 
  • Smart Cities

    Smart Cities

    • Traffic Flow Monitoring
    • Weapon & Threat Tracking
    • License Plate Identification
    • Incident Notification & Reporting
  • Industrial Process Monitoring

    Process Monitoring

    • Rail-way Heat & Damage
    • Chip & Wafer Inspections
    • Manufacturing Inspections
    • Visual Checkout & Inventory