|
gptkbp:instance_of
|
gptkb:Model
|
|
gptkbp:applies_to
|
Semantic Segmentation
|
|
gptkbp:based_on
|
Fully Convolutional Networks
|
|
gptkbp:developed_by
|
gptkb:Google_Research
|
|
gptkbp:enhances
|
Object Boundary Detection
|
|
gptkbp:first_released
|
gptkb:2016
|
|
gptkbp:has_programs
|
gptkb:musician
gptkb:software
Image Editing
|
|
gptkbp:has_website
|
gptkb:COCO
Cityscapes
PASCALVOC
AD E20 K
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Deep Lab Family
|
|
gptkbp:improves
|
Segmentation Accuracy
|
|
gptkbp:includes
|
gptkb:Deep_Lab_v1
gptkb:Deep_Lab_v2
gptkb:Deep_Lab_v3
gptkb:Deep_Lab_v3+
|
|
gptkbp:is_compatible_with
|
gptkb:Graphics_Processing_Unit
gptkb:Py_Torch
|
|
gptkbp:is_evaluated_by
|
Benchmark Datasets
|
|
gptkbp:is_known_for
|
Real-Time Performance
High Resolution Output
Robustness to Occlusions
Fine-Grained Segmentation
|
|
gptkbp:is_open_source
|
gptkb:theorem
|
|
gptkbp:is_part_of
|
gptkb:viewpoint
gptkb:Deep_Learning
|
|
gptkbp:is_related_to
|
gptkb:Artificial_Intelligence
gptkb:software_framework
Image Processing
|
|
gptkbp:is_used_in
|
gptkb:robot
Autonomous Driving
Medical Imaging
|
|
gptkbp:performance
|
Pixel Accuracy
Mean Intersection over Union (m Io U)
|
|
gptkbp:publishes
|
gptkb:Encoder-Decoder_with_Atrous_Separable_Convolution_for_Semantic_Image_Segmentation
gptkb:Rethinking_Atrous_Convolution_for_Semantic_Image_Segmentation
Deep Lab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CR Fs
Deep Lab v3+: Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
|
|
gptkbp:supports
|
Multi-Scale Context
|
|
gptkbp:uses
|
gptkb:television_channel
|
|
gptkbp:utilizes
|
gptkb:Atrous_Convolution
|
|
gptkbp:bfsParent
|
gptkb:Deep_Lab_v1
|
|
gptkbp:bfsLayer
|
5
|