Shypd.aiThe largest open index of AI toolsDilation is an open-source tool for semantic image segmentation using dilated convolutions. It provides network definitions and pre-trained models for multi-scale context aggregation.
Trending
About
Dilation is an open-source project that implements dilated convolution for semantic image segmentation. It focuses on multi-scale context aggregation, a technique detailed in its ICLR 2016 conference paper. The repository includes network definitions and pre-trained models, allowing users to segment images using vanilla Caffe. For those interested in training their own models, comprehensive documentation is provided. The project also highlights that dilated convolution is implemented in other deep learning packages like Torch and Lasagne, offering flexibility for developers. It serves as a foundational resource for researchers and developers working on advanced image segmentation tasks.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
