After the installation and labelling;
cd training_demo python generate_tf_record.py -x images/train -l annotations/label_map.pbtxt -o annotations/train.record
python generate_tf_record.py -x images/test -l annotations/label_map.pbtxt -o annotations/test.record
python model_main.py --alsologtostderr --model_dir=training/ --pipeline_config_path=training/ssd_inception_v2_coco.config
python export_inference_graph.py --input_type image_tensor --pipeline_config_path training/ssd_inception_v2_coco.config --trained_checkpoint_prefix training/model.ckpt-13302 --output_directory trained-inference-graphs/output_inference_graph_v1.pb
https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/install.html