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The #1 SDK for Embedded AI
Our source available , modular SDK empowers developers with advanced tools, including:
- Hardware-aware Neural Architecture Search (NAS)
- Hardware-aware model pruning
- Mixed Precision Quantization
- Knowledge distillation
- Hardware Abstraction Layer
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.
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.
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
Semantic Segmentation in real-time on TI’s TDA4VM
Vision Transformer on NVIDIA Jetson AGX Orin
Ultra Fast Lane Detection V2 on Texas Instrument TDA4VM