Golbstein / Keras-segmentation-deeplab-v3.1

An awesome semantic segmentation model that runs in real time
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Adapting to Cityscapes version #23

Open pimonteiro opened 3 years ago

pimonteiro commented 3 years ago

Hi! Thank you for this amazing work you have done on converting the model for a keras implementation as well as the training and validation process. It was really helpful.

However, I am experiencing trouble adapting this repository to use the cityscapes format (for a dataset of mine that uses the cityscapes training format). After including the cityscapes weights and doing some initial predictions, the results come with a lot of noise and error, for instance:

Screenshot from 2021-02-19 15-28-11

On the top, the two first images shows the results before and after applying the crf (sometimes comes even more noisy) and on the bottom is the representation of each label color to its category. As you can see it doesnt predict very good.

Any idea why that might be?