Apply the Multimodal AI curriculum to a checked project.
Project brief
Required concepts
- Multimodal data contract: paired records, identity and consent
- Media preprocessing: image geometry, text spans and time alignment
- Cross-modal representation: positive pairs, negatives and shared space
- Multimodal fusion: choose a baseline and handle absent channels
- Cross-modal retrieval: candidate pools, ranking and versioned indexes
- Multimodal evaluation: subgroup failures and evidence traceability
Completion standard
Submit runnable work, a data manifest, measured results and failure-case evidence.