Install Tensorflow by following the steps in :https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/install.html
Labelimg the custom data: This can be done in anaconda prompt.
pip install labelImg labelImg or labelImg [IMAGE_PATH] [PRE-DEFINED CLASS FILE]
Open image directory and label images accordingly. One image can contain more than 1 label.