Fully Convolutional Networks

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:model gptkb:convolutional_neural_network
gptkbp:architecture	end-to-end fully convolutional
gptkbp:citation	gptkb:Fully_Convolutional_Networks_for_Semantic_Segmentation 10.1109/CVPR.2015.7298965
gptkbp:enables	pixelwise prediction
gptkbp:field	gptkb:machine_learning computer vision
gptkbp:hasConcept	feature maps skip connections deconvolution upsampling
https://www.w3.org/2000/01/rdf-schema#label	Fully Convolutional Networks
gptkbp:influenced	gptkb:U-Net gptkb:DeepLab gptkb:SegNet
gptkbp:input	images
gptkbp:introduced	gptkb:Trevor_Darrell gptkb:Jonathan_Long gptkb:Evan_Shelhamer
gptkbp:introducedIn	2015
gptkbp:openSource	gptkb:TensorFlow gptkb:Caffe gptkb:PyTorch
gptkbp:output	segmentation maps
gptkbp:publishedIn	gptkb:CVPR_2015
gptkbp:relatedTo	convolutional neural networks deep learning semantic segmentation
gptkbp:replacedBy	fully connected layers with convolutional layers
gptkbp:usedFor	image segmentation semantic segmentation
gptkbp:bfsParent	gptkb:Edge_Detection_using_Deep_Learning
gptkbp:bfsLayer	7