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All Projects → wutianyiRosun → PSPNet_PyTorch

wutianyiRosun / PSPNet_PyTorch

Licence: other
An implementation of PSPNet: Pyramid Scene Parsing Network, CVPR2017

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python
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PSPNet_PyTorch

An implementation of PSPNet: Pyramid Scene Parsing Network, CVPR2017

Training

You can download pretrained model on COCO here for training on VOC2012 and pretrained model here for training on Cityscapes.

usage: train.py [-h] [--is-training] [--learning-rate LEARNING_RATE]
                [--weight-decay WEIGHT_DECAY] [--momentum MOMENTUM]
                [--power POWER] [--dataset DATASET] [--random-mirror]
                [--random-scale] [--not-restore-last]
                [--random-seed RANDOM_SEED] [--logFile LOGFILE] [--cuda CUDA]
                [--gpus GPUS]


exmaple: train.py --dataset voc12

Evaluation (on val set)

usage: evaluate.py [-h] [--dataset DATASET] [--cuda CUDA] [--gpus GPUS]

Testing (on test set)

usage: test.py [-h] [--dataset DATASET] [--cuda CUDA] [--gpus GPUS]
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