EdgeImpulse
Edge Impulse is a comprehensive edge AI development platform that enables machine learning teams to build, train, and deploy AI models directly onto a wide range of ed…
Our verdict
Who it's for
The leading platform for building, deploying, and managing AI on any edge device.
Who should look elsewhere
Requires technical expertise in machine learning and embedded systems
Pros
- +Simplifies complex ML tasks for embedded developers
- +Accelerates development and time to market for edge AI products
- +Supports a wide range of edge devices and hardware
- +Optimizes models for memory and latency constraints
- +Provides robust tools for anomaly detection and object detection on microcontrollers
Cons
- −Requires technical expertise in machine learning and embedded systems
- −Specific pricing details are not publicly available, requiring a demo or contact
Key features
- ✓Build datasets from various sensors and cameras
- ✓Train and optimize machine learning models
- ✓Deploy optimized libraries to MCUs, NPUs, CPUs, GPUs, and gateways
- ✓State-of-the-art DSP algorithms for feature engineering
- ✓Real-time on-device performance profiling
- ✓EON™ Tuner for balancing feature extraction and model architectures
- ✓EON™ Compiler for converting models to optimized C++ libraries
- ✓Performance calibration with False Activation Rate (FAR) and False Rejection Rate (FRR) analysis
Pricing
| Plan | Price | Billing | Notes |
|---|---|---|---|
| Enterprise | — | month | Monthly Uptime Percentage of at least 99.5% during any calendar month, more details in the Enterprise ToS |