EvolvingLMMs-Lab/EgoLife
An egocentric AI assistant system powered by EgoGPT and EgoRAG for long-term life assistance using multimodal wearable sensor data.
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EgoLife is a CVPR 2025 paper project that captures multimodal daily activity data from wearable sensors (Meta Aria glasses, cameras, mmWave) and builds AI assistants to support memory recall, habit tracking, event recall, and task management. It leverages EgoGPT (a vision-language model) and EgoRAG (a retrieval-augmented generation system) for reasoning over personal life data. The project includes the EgoIT-99K dataset for egocentric instruction tuning.
Frequently asked
- What is EvolvingLMMs-Lab/EgoLife?
- An egocentric AI assistant system powered by EgoGPT and EgoRAG for long-term life assistance using multimodal wearable sensor data.
- Is EgoLife open source?
- Yes — EvolvingLMMs-Lab/EgoLife is an open-source project tracked on heatdrop.
- What language is EgoLife written in?
- EvolvingLMMs-Lab/EgoLife is primarily written in Python.
- How popular is EgoLife?
- EvolvingLMMs-Lab/EgoLife has 442 stars on GitHub.
- Where can I find EgoLife?
- EvolvingLMMs-Lab/EgoLife is on GitHub at https://github.com/EvolvingLMMs-Lab/EgoLife.