CatBoost
model
CatBoost is the model that weighs all the clues into one final answer: the photo match, what recently sat there, and nearby video frames. It does the last few points of accuracy the photo model alone cannot.
For engineers: a gradient-boosted decision-tree library, used here as a ranker over candidate signals.