Testing Detection Studio
TensorFlow can also be used for Object Detection in this tool. All you need is a frozen inference graph and a video to run inferences on. Some sample pre-trained graphs are available at TensorFlow Object Detection Model Zoo trained on datasets such as COCO, KITTI and Open Images.
More instructions and tutorials on using the same are mentioned here.