THE TECHNOLOGY
DeepStream Inference Pipeline: Utilizes a high-throughput, low-latency real-time video analytics and processing platform. Works on discrete GPUs or integrated modules with support for X86 and ARM CPUs.
Edge-to-Cloud Architecture: Leverages edge-to-cloud architecture with robust computing capabilities, utilizing NVIDIA GPUs for on-the-edge image processing using machine learning models.
NVIDIA Jetson-Based Industrial Modules: Employs compact system-on-modules (SOM) delivering 248 TOPS to support multiple concurrent AI application pipelines.
Synthetic Data Generation with NVIDIA Omniverse Replicator: Enhances model robustness, fault-tolerance, and ease of training.
OTA Update Management: Provides over-the-air (OTA) update management for both the host OS and applications running on the edge, reducing integration friction with existing systems.
Multi-Stream Support: Supports multiple video streams to the same edge device, enabling parallel runs of different ML models for real-time object counting, damage detection, label reading, and specification conformance.
EDGEINSIGHT – A DISTINCT ADVANTAGE
Transforms cameras into versatile sensors, enabling them to monitor multiple aspects simultaneously, providing a distinct advantage over traditional single-function solutions.
Early Engagement:
Involves data scientists and machine learning engineers earlier in the project.
Modular Architecture:
Allows building edge pipelines, extracting and enriching data from models before and after inference.
Reusable Integrations:
Offers easy integrations with edge and cloud systems, leveraging multiple technology stacks
Simplified Focus:
Shifts focus from edge software complexities to algorithm creation and deriving insights, enabling innovation without technical details.
Fast-Tracks Implementation:
Accelerates the deployment process, reducing the time needed to bring solutions to market.
THE SOFTSERVE DIFFERENCE
Our team is comprised of high-caliber data scientists, robotics engineers, integration systems specialists, IoT engineers, embedded developers, machine perception experts, and NVIDIA product specialists.
We can advise from concept to design, help you select the right hardware, develop the right software, and create custom algorithms — everything you need for a successful project.
SoftServe is a proven leader in delivering edge AI solutions of the highest caliber.
FEATURED INSIGHTS
AUTOMATED QUALITY INSPECTIONS: OPTOMIZING THROUGHPUT AND ACCURACY
AUTOMATED QUALITY INSPECTIONS: OPTOMIZING THROUGHPUT AND ACCURACY
IMPROVE RETAIL OPERATIONAL EFFICIENCY WITH COMPUTER VISION
IMPROVE RETAIL OPERATIONAL EFFICIENCY WITH COMPUTER VISION
FOUR STEPS TOWARDS AN AI HYDROCARBON LEAK DETECTION SYSTEM
FOUR STEPS TOWARDS AN AI HYDROCARBON LEAK DETECTION SYSTEM
ASSET INTEGRITY MANAGEMENT POWERED BY COMPUTER VISION
AI-ENABLED CORROSION DETECTION FOR AMERICAN BUREAU OF SHIPPING
SOFTSERVE SERVICES POWERED BY NVIDIA JETSON
SOFTSERVE SERVICES POWERED BY NVIDIA JETSON
AI-ENABLED CORROSION DETECTION FOR AMERICAN BUREAU OF SHIPPING
ASSET INTEGRITY MANAGEMENT POWERED BY COMPUTER VISION
BRIDGING THE GAP
Choosing between off-the-shelf AI-based VQI systems and custom-built solutions is complex. Off-the-shelf options might not meet all your needs, while custom solutions can be time-consuming to develop and integrate.
EdgeInsight strikes a balance between the convenience of off-the-shelf solutions and the customization offered by an à la carte approach, it provides a middle ground for manufacturing needs, combining ease of use with customization for your unique challenges.