Can we combine two models in which one was implemented in tensorflow and other one in pytorch?, to see the results of 2 models simultaneously?

To further explain my question. I am implementing 2 models. 1 is for action recognition and the 2nd is for weapon recognition.

If there is a situation where a person is punching or kicking someone and carrying a weapon, my model should be able to detect the action and also a weapon, if that person is carrying any weapon in hand simultaneously. This can be useful for security purposes.

So I want to combine these 2 models so that it could give me my desired output. Is that possible?

Also what if I implement the 1st model in tensorflow and the 2nd one in pytorch? Will it work while combining the models?