Semantic Segmentation Modules Bilateral Guided Aggregation Layer public – 2 min read What is Bilateral Guided Aggregation Layer? Bilateral Guided Aggregation Layer is a technique that is used in the field of… Jul 26, 2023 Devin Schumacher
Semantic Segmentation Modules Channel-wise Cross Fusion Transformer public – 2 min read The Channel-wise Cross Fusion Transformer, also known as the CCT module, is an important component used in the UCTransNet architecture… Apr 23, 2023 Devin Schumacher
Instance Segmentation Modules Semantic Segmentation Modules PointRend public – 2 min read PointRend is a powerful segmentation tool that has quickly gained popularity among machine learning enthusiasts. It is a module that… Apr 23, 2023 Devin Schumacher
Semantic Segmentation Modules Short-Term Dense Concatenate public – 2 min read The STDC module is a tool used for semantic segmentation, which is a technique used in visual recognition tasks to… Apr 23, 2023 Devin Schumacher
Semantic Segmentation Modules Flow Alignment Module public – 2 min read Overview of Flow Alignment Module (FAM) The Flow Alignment Module, or FAM, is a specialized module used for scene parsing.… Apr 23, 2023 Devin Schumacher
Attention Modules Semantic Segmentation Modules Channel-wise Cross Attention public – 2 min read What is Channel-wise Cross Attention? Channel-wise cross attention is a module used in the UCTransNet architecture to perform semantic segmentation.… Apr 23, 2023 Devin Schumacher
Feature Extractors Image Model Blocks Semantic Segmentation Modules Neural Attention Fields public – 2 min read Overview of NEAT, Neural Attention Fields NEAT, or Neural Attention Fields, is a feature representation for end-to-end imitation learning models.… Apr 23, 2023 Devin Schumacher
Semantic Segmentation Modules Deeper Atrous Spatial Pyramid Pooling public – 2 min read DeepLabv3 introduces the ASPP module which improves the segmentation accuracy of image recognition models by exploiting global context information. DASPP… Apr 23, 2023 Devin Schumacher
Attention Modules Semantic Segmentation Modules Point-wise Spatial Attention public – 2 min read Overview of Point-wise Spatial Attention (PSA) Point-wise Spatial Attention (PSA) is a module used in semantic segmentation, which is the… Apr 23, 2023 Devin Schumacher
Semantic Segmentation Modules Global Convolutional Network public – 2 min read A Global Convolutional Network, or GCN, is a type of computer algorithm used in image recognition and categorization. It is… Apr 23, 2023 Devin Schumacher
Semantic Segmentation Modules Atrous Spatial Pyramid Pooling public – 2 min read What is Atrous Spatial Pyramid Pooling (ASPP)? Atrous Spatial Pyramid Pooling (ASPP) is a module used in semantic segmentation that… Apr 23, 2023 Devin Schumacher
Semantic Segmentation Modules Pyramid Pooling Module public – 2 min read Overview of Pyramid Pooling Module In the world of computer vision, semantic segmentation involves labeling every pixel in an image… Apr 23, 2023 Devin Schumacher