Case Studies
Explore How Embedl Powers Innovation Across Industries.
Accelerating Drone-Based Object Detection
In a research collaboration, Embedl partnered with SAAB, a global leader in defense and security solutions, to advance the capabilities of drone-based object detection systems.
Embedl Turbocharges Kodiak’s GenAI Edge Deployment
Leading autonomous trucking company Kodiak Robotics works with Embedl’s edge AI tools to effortlessly deploy generative AI models across multiple hardware platforms.
Bosch Accelerates DL Model Performance with Embedl SDK
Bosch partnered with Embedl to boost the efficiency and speed of its deep learning model using Embedl’s Model Optimization SDK, optimizing it for multiple hardware platforms and achieving high performance without compromising accuracy.
18x faster MobileNetV3 on TI-TDA4VM
Texas Instruments' MobileNetV3LiteLarge model, optimized with Embedl's hardware-aware SDK, achieves an 18x speed boost and 10% higher accuracy on the TI TDA4 platform. This showcases the power of tailoring AI models to specific hardware for optimal performance.
Optimizing Vision Transformers for Peak Performance on Nvidia Jetson AGX Orin
In this case study, we'll explore how we optimized the Vision Transformer model to run efficiently on the Nvidia Jetson AGX Orin hardware platform using Embedl's Model Optimization SDK.
Semantic Segmentation in real-time on TI’s TDA4VM
In this case study, we will focus on the Lightweight Atrous Spatial Pyramid Pooling (LRASPP) model, an architecture specifically designed for efficient semantic segmentation on mobile and embedded platforms.
6x Faster Ultra Fast Lane Detection v2 on TI TDA4VM
In this case study, we'll explore how we optimized the Ultra Fast Lane Detection v2 model to run efficiently on the Texas Instruments TDA4VM hardware platform using Embedl's Model Optimization SDK.
Driver Monitoring Systems
Time efficiency is a major advantage of integrating edge AI tools in the development pipeline. Embedl’s “always-on” functionality within the CI/CD system accelerates development workflows.
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