mIoU score of Cityscapes dataset is too low

hellochick / ICNet-tensorflow

TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".

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mIoU score of Cityscapes dataset is too low #73

Closed AlexanderLeipnitz closed 5 years ago

AlexanderLeipnitz commented 6 years ago

Hello, I downloaded the Cityscapes dataset and provided pretrained Models according to the readme. When I run evaluate.py the mIoU scores are different to provided ones: train: 67.26% trainval: 80.90% train_bn: 67.30% trainval_bn: 80.80%

Does anyone else get the same results?

hellochick commented 6 years ago

Hey, According to my experience, the mIoU scores may be a little different due to different tensorflow version, but it will vary in a reasonable range.