How can I use my own dataset for Image segmentation using Tensorflow
Just having segmented images is probably not enough. The training data for segmentation needs to be in a specific format.
Have a look at the coco dataset for image segmentation. Sometimes we need to convert the dataset into that format.
I'd suggest reading up a bit on how to train a mask rcnn model on your own dataset. There are a number of articles available online.