Sensor data is challenging to work with, and Python models are hard to deploy to the edge. Edge Impulse handles the tough parts of edge AI, so every ML practitioner can feel confident solving problems on the edge.
Join thousands of AI practitioners already
integrating Edge Impulse in their workflows.
Integrate Edge Impulse in your environment with the Python SDK and into deployable C++ libraries optimized for any edge device.
Leverage our best-in-class digital signal processing that can improve your on-device inference performance.
Build a high-quality dataset with sophisticated tools that guide data collection and labeling for complex sensor data.
Complement your workflow with tools built for dealing with complex sensor data and with edge devices, from data collection, to profiling, to optimization and on-device model deployment.
Do all this from within your existing Python scripts and notebooks by leveraging Edge Impulse's Python SDK and the Python API bindings.
Estimate the on-device performance of your model continually during model development, and generate a portable and optimized C++ library ready to be deployed to any edge device.
Set up and run reusable data pipelines to transform and prepare your sensor data at scale.
Use data exploration tools to visualize and uncover critical insights that can help you improve your dataset.
Pick from a wide choice of digital signal processing (DSP) algorithms, available during training and optimized for on-device performance.
Perform automatic DSP parameter tuning to discover the best configuration to use based on your dataset.
Leverage an AutoML tool able to find the right balance between DSP and ML models for your dataset and device.
Build your own model or leverage ground-breaking models like FOMO (Faster Objects More Objects) built to bring real-time object detection, tracking and counting to microcontrollers for the first time.
AI practitioners around the world are using Edge Impulse to push the boundaries on building tomorrow's enterprise products.
Reach out and ask to connect with one of our AI experts. Our team is ready to help you get started, so you can up your game, and build your best products yet, from cloud to edge.
Let's talk.