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A tensorflow implementation of object-contour-detection with fully convolutional encoder decoder network

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I am trying to train the model using my personal data, but the output I am getting is completely random(after saving its a pitch-black image). Sample images: ![lidl_0bj2vos9a1lqgfkyw58u](https://user-images.githubusercontent.com/16715364/74080882-92531d80-4a6e-11ea-9754-4c997af84091.jpg) ![lidl_0bj2vos9a1lqgfkyw58u](https://user-images.githubusercontent.com/16715364/74080886-941ce100-4a6e-11ea-91a3-a2343e076685.png) ![lidl_0e27zx1i5ykqcjn8tf4h](https://user-images.githubusercontent.com/16715364/74080888-941ce100-4a6e-11ea-8665-2f467ccb89cd.jpg)...

What is the version of tensorflow used?

Hello, thanks for the great code! Is there a reason for treating all images independently and not making batches for training? Cheers

As a first step, tried training with 10 epochs : Got the following error after each step ('::Step::9,10558', '::total_loss::80117.11', '::time::0.235623836517') ('::Step::9,10559', '::total_loss::29414.088', '::time::0.234266996384') ('::Step::9,10560', '::total_loss::104685.22', '::time::0.23069190979') ('::Step::9,10561', '::total_loss::26441.73', '::time::0.237238883972') ('::Step::9,10562',...

Hi Raj, First of all, thank you so much for sharing your code, it is great! Do you know what modifications are needed so that the output image has the...

Hi Raj, Aswesome project. This paper talk about recongnization of object after detecting contour.. Do you have idea how to extent this code to detect object.. specially which is inside...

Hi Raj, your code it's awesome!, do you have a dataset url for download and some example to set the params, i don't understand labels and new labels?, thanks best...