UK TinyML Market: Development Tools and SDKs segmentation
The segments covered by this study, down to the fourth level.
COMPONENT
Hardware
Processors
- Microcontroller (MCU)
- Application Processor (MPU)
- Neural Processing Unit (NPU)
- Digital Signal Processor (DSP)
- FPGA and Programmable Logic
Modules and Peripherals
- Sensor Modules
- Camera Modules
- Microphone and Audio Modules
- Connectivity Modules
Software
- Development Tools and SDKs
- Inference Frameworks and Runtimes
- Model Optimization Tools
- Device Management and Monitoring Platforms
- Pretrained Models and Model Store
Services
- Professional and Integration Services
- Managed and Support Services
- Data Services and Model Training
APPLICATION
- Vision and Imaging
- Audio and Speech Processing
- Time-Series & Anomaly Detection
- Health and Biosignal Monitoring
- Environmental Sensing
- Security and Authentication
- Gesture and Activity Recognition
- Localization and Navigation
- Other Applications
DEPLOYMENT MODE
- On-Device (Fully offline)
- Cloud-Assisted
- Edge-Assisted
INDUSTRY VERTICAL
- Consumer Electronics & Smart Home
- Healthcare and Medical Devices
- Industrial and Manufacturing
- Automotive and Transportation
- Agriculture
- Retail
- Aerospace and Defense
- Energy and Utilities
- Other Verticals
BUYER TYPE
- OEM and Device Maker
- ODM and Contract Manufacturer
- System Integrator and SI Partner
- Distributor and Reseller
- Direct to Enterprise