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Embedl Model Optimization SDK (22)

The #1 SDK for Edge AI

Time is Your Competitive Edge

With Embedl SDK, what once required months of manual tuning and scripting can now be done in hours. Partner with Embedl to focus your engineering time where it matters—creating winning products.

Deploy efficient models on any Edge hardware.

Our source-available SDK enables developers to accelerate deep learning development with minimal effort. By hardware-aware model optimization, developers can save up to 90% of development time without compromising accuracy.

Benefits

Whether you're building AI for edge devices, embedded systems, or mobile platforms, the Embedl SDK helps you deliver faster, smarter, and more efficient solutions—while saving time, reducing costs, and accelerating your path to deployment.

 

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Supporting multiple hardware platforms

Deploy Anywhere – The Embedl SDK supports a wide range of hardware platforms, making it easy to optimize and run your AI models across CPUs, GPUs, embedded processors, and edge AI accelerators—without rebuilding your pipeline for each device.

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Easy to Integrate

Designed to work with your team’s existing tools and workflows. Smooth onboarding with access to guides, workshops, and tutorials.

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Stay Ahead of Competitors

Faster, more efficient AI gives your product a market edge.  Impress customers with innovation they can feel—speed, responsiveness, and smarter features. Use lightweight models that require less memory, power, and storage. Ideal for edge devices like wearables, drones, or IoT products.

 

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Cut Costs

At the bottom line, our customers get more out of their AI teams and can reduce the cost of their BOM.

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Reduce Risk

Embedl SDK produces consistent, repeatable results—no more trial-and-error.  Backed by expert support, documentation, and training.

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Save Time

Accelerate AI deployment by replacing months of manual tuning with just hours of automated optimization. Get your product to market faster with fewer delays.

WE SPECIALIZE IN

Model Optimization

At the heart of Embedl's mission lies model optimization, a sophisticated process where we specialize in crafting cutting-edge software tools that automate the optimization of neural network models.

The processing time of your final product is guaranteed to outperform all expectations with the aid of Embedl's exceptional capabilities. Utilizing Embedl’s Model Optimization SDK also significantly reduces engineering time, leading to faster time-to-market for your projects. Allowing your team of DL-experts to focus on solving core business problems.

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award winning

Pruning for Faster Models

 
Flexible & Powerful

Hardware Aware NAS

 
 
Optimal Mixed Precision

Adaptive Quantization

Through its powerful hardware abstraction layer, Embedl enables the optimization of quantization parameters for a wide range of hardware.

integration
 
 
 
 
 
TORCH & KERAS

Seamless Integration

Embedl operates directly on your nn.Module or keras.Model, in your environment, no need to export to an intermediate format!

Our Results

57 %

Reduced Energy consumption per inference on Nvidia Orin

3 x

Semantic Segmentation in real-time on TI’s TDA4VM

4 x

Vision Transformer on NVIDIA Jetson AGX Orin

6 x

Ultra Fast Lane Detection V2 on Texas Instrument TDA4VM

Our Results

6 x

Semantic Segmentation in real-time on TI’s TDA4VM

4 x

Vision Transformer on NVIDIA Jetson AGX Orin

6 x

Ultra Fast Lane Detection V2 on Texas Instrument TDA4VM

DISCOVER THE POWER OF EMBEDL!

Ready to unlock next-level AI optimization?