AI engineering glossary · Computer vision
What is deepLab?
DeepLab: A family of semantic segmentation models that use dilated convolutions and atrous spatial pyramid pooling to capture context at several scales while keeping resolution high. It is a common baseline for scene parsing and satellite mapping.
DeepLab: an example
DeepLab can label pixels of buildings, roads and vegetation in satellite tiles.
Related terms
More Computer vision terms
- Depthwise separable convolution
- Dice coefficient
- Dilated convolution
- Document layout analysis
- Edge detection
- EfficientNet
- Face detection
- Fast R-CNN
Where you learn it
DeepLab is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.