GeoGuessr Assistant

Predicts the country from Street View imagery with an on-device model, and shows the visual evidence behind the guess.

Some rounds you know on sight. Others you spin in a circle on a gravel track under a grey sky with absolutely nothing to go on. This is for the second kind. Press G. A panel slides in with the five countries most likely to be the one you are standing in -- and then it tells you what made it think so. WHAT THE PANEL GIVES YOU The guess. 41 European countries, ranked by probability. How sure it is. 82% on Iceland means commit. 38% on Malta with Spain right behind it means slow down and look again. The spread is as useful as the answer, and it is the part most tools never show you. The reasons. Yellow centre lines. Bollard shapes. Licence plates, roof tiles, road paint, the plants growing on the verge. The panel surfaces the cues of the leading country that best match what is actually in front of you. It keeps up. Move down the road and it reads each new panorama, and the estimate sharpens as you go. LEARN THE META, NOT JUST THE ANSWER Plenty of tools hand you a pin. This one hands you an argument. After a few dozen rounds you start catching the bollards yourself, and the reflector posts, and the particular grey of a Nordic sky. That is the point. It is a second opinion you can interrogate, not an autopilot -- and when it is only 38% sure, you will know to trust your own eyes instead. IT ALL HAPPENS ON YOUR MACHINE No account. No sign-up. No server to run. Nothing to configure. The neural network ships inside the extension, which is why the download is about 160 MB. Your screen is never captured, never uploaded, never seen by anyone. No analytics, no telemetry, no developer server -- there is nothing to send anything to. The one request it makes is to Google, for the Street View imagery of the panorama you are already looking at. SOLO PLAY ONLY The extension switches itself off in duels, team duels, battle royale, parties, lobbies and ranked. In those modes the panel says "solo play only" and makes no guess. That is deliberate, and it is not a setting. Even in single-player, using any assistance tool may breach the rules of the site you are on. That is between you and them, so go and read them. WORKS ON geoguessr.com, openguessr.com, worldguessr.com, freeguessr.com OPEN SOURCE Every line of it: https://github.com/karsh-s/GeoClip