Computer vision and multimodal learning · MLD-1311
Visual question answering
Answering natural-language questions using visual input.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Count objects in a photograph from a written question.
Original caveat
Answers can reflect language priors rather than careful visual grounding.
Context and aliases
Level: Intermediate. Stages: Architecture · Training · Inference.
Tags: DL · Vision · Multimodal.
Aliases: VQA.
Related concepts
Original references
- Learning Transferable Visual Models From Natural Language Supervision ↗ · Consulted
- Deep Learning: online textbook ↗ · Consulted
- PyTorch neural-network layers ↗ · Reference link
- Original reference URL ↗