The first open and collaborative
platform for embedded AI
01
Neural networks
Select or build a deep learning model
02
Learning
Train the model using your datasets
03
Optimisation
Reduce memory footprint and computation cost
04
Deployment
Generate optimized, standalone code for any hardware
Aidge, an innovative solution
End-to-end workflow integration
Simplifies embedded AI development with an open, modular platform that integrates smoothly with existing tools (TensorRT, PyTorch, ONNX, etc.).
Efficient optimization techniques
Delivers hardware-independent optimization techniques (quantization, compression, pruning) that reduce model size and energy use without sacrificing performance.
Advanced model transformations
Enables automated, tailored adaptation of AI models for embedded hardware through advanced graph manipulation techniques.
Multi-platform deployment
Ensures transparent code generation and enables seamless multi-platform deployment of optimized models for diverse edge AI hardware targets (MCU, NPU, GPU).
Deep model insights
Offers tools for analyzing, optimizing and benchmarking models, with easy comparison across frameworks such as PyTorch and ONNXRT.
+20
organizations
+60
contributors
+30
tutorials
+300
commits per month
100
% open source
Our commitments
Betting on openness
Aidge is an open source platform hosted by the Eclipse Foundation, ensuring neutrality and transparent governance. Aidge fosters sustainable edge AI innovation through a collaborative, community-driven and widely accessible platform.
Strengthening reliability
At a time when trust in AI is essential, Aidge guarantees transparency by keeping its toolchain open and auditable. Aidge embeds the mechanisms needed to meet the strict certification requirements of critical embedded AI applications.
High-potential applications and technology demonstrators
Aeronautics and aerospace
Aidge includes certification and robustness features designed to meet aerospace requirements (standards-compliant code generation, fault-tolerance analysis, etc.).
Defence
In the defence sector, Aidge guarantees technological sovereignty, full control over the software stack and long-term maintainability.
Smart sensors
In the IoT field, Aidge compresses TinyML models to deploy them efficiently on constrained embedded systems, with a memory footprint of just a few kilobytes of RAM.
Manufacturing and robotics
In manufacturing defect detection systems, Aidge enables real-time data processing while guaranteeing data confidentiality.
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