Computer vision and multimodal learning · MLD-0228
Convolutional neural network
A neural network built around filters that share weights across local spatial or temporal neighborhoods.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Recognize objects in photographs.
Original caveat
Convolutions are also useful outside image processing.
Context and aliases
Level: Intermediate. Stages: Architecture · Training · Inference.
Tags: DL · Vision · Multimodal.
Aliases: CNN · ConvNet.
Related concepts
Concepts linking here
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 ↗