XL retrain of one of my most popular models. Thought it would be useful for daily challenges and needed to fill a day. All training data was public domain so I released it for you to view (be warned this was a very early dataset of mine and likely doesn't have the best tagging quality). Also no presidents were tagged beyond "1boy" and auto-label of basic features like hair color (and there's so many presidents + guests + media people present there's no way this will reproduce a president on its own)

General: ovl_of, res_de , desk
Front: seal of the president of the United States, curtains, window, flag, american flag, painting (object) (Note: Unlike the other versions the "President of the United States" part of the seal seems to get read as a trigger, producing a blurry hybrid PotUS, so you may want to skip it)
NEGATIVE: Wall (helps cut down on the single window)
From desk’s left: from side, glass door,
From desk’s right: from side, wooden door, bookshelf,
From desk’s rear: from behind, grandfather clock, fireplace, couch,
To have someone sitting at desk: sitting, behind desk,

General clutter (this shifts around even within a single term): bust (sculpture), seal on floor, corded phone, globe, potted plant, plant, carafe
JFK era: 1960s, blue carpet (two images in data set, only one has carpet visible)
Desk put on tour
Carter era: 1970s, print carpet, flower print, flower carpet
Reagan (early): 1980s, print carpet, flower print, flower carpet
Reagan (late): 1980s, seal on floor (the color is all off on the photos of era, not guessing actual color)
Bush Sr. era: Not in data set (no good images in Commons, desk spent most of administration in different, private, part of White House)
Clinton Era: 1990s, blue carpet,
Bush Jr. era: 2000s, beige carpet
Obama era: 2000s, beige carpet, wallpaper (object), striped wall
Trump era: 2010s, beige carpet, wallpaper (object)

Changes: changed to ovl_of and res_de to lower contamination and made sure everything got photo (medium) and realistic