KimRass / DeepLabv3

PyTorch implementation of 'DeepLabv3' (Chen et al., 2018) and training it on VOC 2012

'DeepLabv3' (Chen et al., 2018) implementation from scratch in PyTorch

Pre-traind Models

• deeplabv3_voc2012.pth
  • Trained on VOC 2012 training set for 18,000 steps.
  • Average mIoU on VOC 2012 validation set: 0.6643

Prediction on VOC 2012 Validation Set

• Ground truth
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• Prediction
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• Ground truth
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• Prediction
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