DrSleep / tensorflow-deeplab-resnet

DeepLab-ResNet rebuilt in TensorFlow

MIT License

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Augmented dataset. #3

Closed warmspringwinds closed 7 years ago

warmspringwinds commented 7 years ago

Hi.

Thank you for your repository!

I have a small question: where did you get the augmented dataset from?

DrSleep commented 7 years ago

Hi, I did it long time ago relying on this FAQ by the DeepLab team: http://ccvl.stat.ucla.edu/deeplab_faq/ Now it seems that the link provided to the dataset with extra annotations is broken. I will try to find an alternative link.

gaopeng-eugene commented 7 years ago

https://github.com/martinkersner/train-DeepLab

This GitHub branch provide the scripts on how to build the augmented dataset

gaopeng-eugene commented 7 years ago

By the way, 76.5% is the result from the paper or your tensorflow code?

DrSleep commented 7 years ago

76.5% is the result of the converted to TF model (the link to the model file is provided in README).

DrSleep commented 7 years ago

Please refer to this: http://home.bharathh.info/pubs/codes/SBD/download.html

https://github.com/daijifeng001/MNC/issues/3

nicolov commented 7 years ago

Thanks. Note that the segmentation labels are currently distributed as .mat files. PR #4 adds a simple script to generate images that can be used with the current trainer.

gaopeng-eugene commented 7 years ago

Can you tell me the mAP if the model is trained from scratch?

DrSleep commented 7 years ago

Unfortunately, I cannot tell you that. PRs are always welcome.