Side by side
CompreFace vs MediaPipe
Both stand on ai image recognition software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan Open source APILinuxMac+3
CompreFace offers a broad set of face-related functions through a self-hosted REST API. Check the Docker and processor requirements before choosing it for a deployment.
Visit CompreFace Free plan Open source AndroidAPIiPhone+5
MediaPipe offers a broad set of on-device ML tools, tasks, and framework components without a listed price. Developers relying on Model Maker should note its deprecated status and retraining limits.
Visit MediaPipeThe facts
| CompreFace | MediaPipe | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Yes | Yes |
| Runs on | API, Linux, Mac, Self-hosted, Web, Windows | Android, API, iPhone, Linux, Mac, Self-hosted, Web, Windows |
| Lowest paid plan | Free or on request | Free or on request |
| Plans published | 2 | 2 |
| Maker | Not published | Not published |
| Website | github.com | developers.google.com |
| On ai image recognition software | #1 of 37 | #4 of 37 |
CompreFace: what it does well
- Free and open-source under Apache 2.0
- REST API covers recognition and multiple detection functions
- Supports CPU and GPU models
- Includes UI and role-management controls
- Links JavaScript, Python, and .NET SDK repositories
What to know first
- Requires Docker and Docker Compose or Docker Desktop
- Hardware requirements include an x86 processor with AVX support
- Self-hosted deployment requires a server environment
MediaPipe: what it does well
- Ready-to-run models and customizable APIs are available
- Vision, text, and audio tasks are listed
- Tasks supports Android, web, Python, and iOS
- On-device pipelines support CPU, GPU, and TPU acceleration
- Solution API inputs are processed on-device
What to know first
- Model Maker is deprecated and no longer actively maintained
- Model Maker cannot change a model's original task
- Usage and performance metrics are sent to Google
- Some desktop build configurations are marked experimental
Alternatives to CompreFace Alternatives to MediaPipe The whole list