Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
semantic segmentation model
|
| gptkbp:application |
autonomous driving
image segmentation scene parsing |
| gptkbp:author |
gptkb:Liang-Chieh_Chen
|
| gptkbp:basedOn |
gptkb:DeepLab
gptkb:DeepLabv3 |
| gptkbp:citation |
over 5000
|
| gptkbp:developedBy |
gptkb:Google_Research
|
| https://www.w3.org/2000/01/rdf-schema#label |
DeepLabv3+
|
| gptkbp:improves |
gptkb:DeepLabv2
gptkb:DeepLabv3 |
| gptkbp:input |
gptkb:illustrator
|
| gptkbp:notableFor |
state-of-the-art performance on ADE20K
state-of-the-art performance on Cityscapes state-of-the-art performance on PASCAL VOC |
| gptkbp:notablePublication |
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
|
| gptkbp:openSource |
gptkb:TensorFlow
gptkb:PyTorch |
| gptkbp:output |
segmentation mask
|
| gptkbp:publicationDate |
ECCV 2018
|
| gptkbp:publishedIn |
2018
|
| gptkbp:url |
https://arxiv.org/abs/1802.02611
|
| gptkbp:uses |
encoder-decoder architecture
atrous convolution atrous spatial pyramid pooling depthwise separable convolution |
| gptkbp:bfsParent |
gptkb:DeepLab
|
| gptkbp:bfsLayer |
6
|