Feature Pyramid Blocks Feature Pyramid Grid public – 2 min read Have you ever heard of Feature Pyramid Grids, or FPG? It may sound complicated, but it’s actually a deep… Apr 23, 2023 Devin Schumacher
Feature Pyramid Blocks Adaptively Spatial Feature Fusion public – 1 min read What is ASFF? ASFF, which stands for Adaptively Spatial Feature Fusion, is a powerful method for pyramidal feature fusion. Essentially,… Apr 23, 2023 Devin Schumacher
Feature Extractors Feature Pyramid Blocks BiFPN public – 2 min read A BiFPN, also known as a Weighted Bi-directional Feature Pyramid Network, is a type of feature pyramid network that helps… Apr 23, 2023 Devin Schumacher
Feature Pyramid Blocks Exact Fusion Model public – 2 min read What is the Exact Fusion Model (EFM)? The Exact Fusion Model, or EFM for short, is a technique used to… Apr 23, 2023 Devin Schumacher
Feature Pyramid Blocks Recursive Feature Pyramid public – 1 min read What is an RFP? An RFP or Recursive Feature Pyramid is a type of network used to enhance object detection.… Apr 23, 2023 Devin Schumacher
Feature Extractors Feature Pyramid Blocks NAS-FPN public – 2 min read If you've ever used an image recognition tool or a video encoder, you've likely utilized convolutional neural networks (CNNs). CNNs… Apr 23, 2023 Devin Schumacher
Feature Pyramid Blocks Balanced Feature Pyramid public – 2 min read The Balanced Feature Pyramid (BFP) is a feature pyramid module used for object detection. Unlike other approaches like FPNs that… Apr 23, 2023 Devin Schumacher
Feature Extractors Feature Pyramid Blocks MLFPN public – 2 min read What Is Multi-Level Feature Pyramid Network (MLFPN)? Multi-Level Feature Pyramid Network, or MLFPN for short, is a type of feature… Apr 23, 2023 Devin Schumacher
Feature Extractors Feature Pyramid Blocks Bottom-up Path Augmentation public – 2 min read Bottom-Up Path Augmentation is a technique that enhances feature pyramids with accurate localization signals found in low-levels. By shortening the… Apr 23, 2023 Devin Schumacher
Feature Extractors Feature Pyramid Blocks PAFPN public – 3 min read Understanding PAFPN in Path Aggregation Networks (PANet) Have you ever heard of PAFPN? It's a feature pyramid module that's used… Apr 23, 2023 Devin Schumacher
Feature Extractors Feature Pyramid Blocks Feature Pyramid Network public – 1 min read What is a Feature Pyramid Network? A **Feature Pyramid Network**, or **FPN**, is an artificial neural network used for object… Apr 23, 2023 Devin Schumacher