Projects in Awesome Lists tagged with efficient-networks
A curated list of projects in awesome lists tagged with efficient-networks .
https://github.com/wpf535236337/real-time-network
real-time network architecture for mobile devices and semantic segmentation
efficient-networks lightweightnetwoks mobile-networks neural-architecture-search pytorch semantic-segmentation
Last synced: 16 Mar 2025
https://github.com/xuxw98/DSPDet3D
[ECCV 2024] 3D Small Object Detection with Dynamic Spatial Pruning
3d-object-detection 3d-scene-understanding dynamic-neural-network eccv2024 efficient-networks matterport3d object-detection point-cloud point-clouds pruning robotics scannet small-object-detection sparse-convolution
Last synced: 20 Mar 2025
https://github.com/zabir-nabil/fibro-cosanet
Idiopathic pulmonary fibrosis (IPF) is a restrictive interstitial lung disease that causes lung function decline by lung tissue scarring. Although lung function decline is assessed by the forced vital capacity (FVC), determining the accurate progression of IPF remains a challenge. To address this challenge, we proposed Fibro-CoSANet, a novel end-to-end multi-modal learning-based approach, to predict the FVC decline. Fibro-CoSANet utilized CT images and demographic information in convolutional neural network frameworks with a stacked attention layer. Extensive experiments on the OSIC Pulmonary Fibrosis Progression Dataset demonstrated the superiority of our proposed Fibro-CoSANet by achieving the new state-of-the-art modified Laplace Log-Likelihood score of -6.68. This network may benefit research areas concerned with designing networks to improve the prognostic accuracy of IPF.
ct-scans deep-learning efficient-networks efficientnet fvc lung-disease lungs lungs-ct-scan mri pulmonary pytorch
Last synced: 02 Dec 2024
