Semantic Segmentation by using Unet (Unet model is implemented using Keras API)
Unet Paper referred to in this repo - https://arxiv.org/abs/1505.04597
(result image)
red region - object
blue region - background
(original image)
The dataset "The Oxford-IIIT Pet Dataset" is belongs to O. M. Parkhi, A. Vedaldi, A. Zisserman, C. V. Jawahar and published on IEEE Conference on Computer Vision and Pattern Recognition, 2012.
Feel free to visit the following website to obtain the dataset and also their conference paper in the link below: