Precision operation scheme based on MobileAgent visual perception module
MobileAgent solves the problem of low UI recognition accuracy of traditional automation tools through enhanced visual perception module.
Key technology realization:
- Dynamic element positioningMulti-modal (text + icon + position) recognition algorithm, success rate increased to 95%
- Exception handling mechanism: 3 retries are automatically triggered when the operation times out or the element is not found + screenshot analysis
- context-sensitive: Ensure that the flow of operations conforms to the expected state through Activity stack monitoring
Best Practices:
- Set the visual_timeout parameter in the configuration file to 2000-3000ms (fine tuning for different devices)
- For high-frequency operation scenarios, it is recommended to pre-record the operation path and save it as a template.
- Enabling the v3 version of the memory function reduces non-essential duplicate identifications of the 15%
Note that regular cleaning of the system cache and consistency of interface elements can further improve stability.
This answer comes from the articleMobileAgent: Multi-agent Collaboration Assistant for Mobile DevicesThe
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