Semantic Hexbins - Overturemaps Places

Info

A lightweight frontend app using transformers.js showcasing the use of semantic similarity for geospatial applications such as geosocial media. Data source: Overturemaps Places.

Made by Dominik Weckmüller. I'm a scientist and freelancer specialized in GIS, NLP and web applications. I’m available for freelance work, corporate & scientific collaboration. Get in touch!

More details in the soon to be published paper or in this Mascaping Episode. GitHub. Also check out SemanticFinder!

Supported query languages (173) Languages BAAI/bge-m3 was trained on. Source here. The larger the amount of training data, the better the language should work.
af Afrikaans
als Alemannic
am Amharic
an Aragonese
ar Arabic
arz Egyptian Arabic
as Assamese
ast Asturian
av Avaric
az Azerbaijani
azb South Azerbaijani
ba Bashkir
bar Bavarian
bcl Central Bikol
be Belarusian
bg Bulgarian
bh Bihari
bn Bengali
bo Tibetan
bpy Bishnupriya Manipuri
br Breton
bs Bosnian
bxr Buryat (Russia)
ca Catalan
cbk Chavacano
ce Chechen
ceb Cebuano
ckb Sorani Kurdish
co Corsican
cs Czech
cv Chuvash
cy Welsh
da Danish
de German
diq Zazaki
dsb Lower Sorbian
dty Dotyali
dv Dhivehi
el Greek
eml Emiliano-Romagnolo
en English
eo Esperanto
es Spanish
et Estonian
eu Basque
fa Persian
fi Finnish
fr French
fy Western Frisian
ga Irish
gd Scottish Gaelic
gl Galician
gn Guarani
gom Konkani
gu Gujarati
gv Manx
he Hebrew
hi Hindi
hif Fiji Hindi
hr Croatian
hsb Upper Sorbian
ht Haitian Creole
hu Hungarian
hy Armenian
ia Interlingua
id Indonesian
ie Interlingue
ilo Ilocano
io Ido
is Icelandic
it Italian
ja Japanese
jbo Lojban
jv Javanese
ka Georgian
kk Kazakh
km Khmer
kn Kannada
ko Korean
krc Karachay-Balkar
ku Kurdish
kv Komi
kw Cornish
ky Kyrgyz
la Latin
lb Luxembourgish
lez Lezghian
li Limburgish
lmo Lombard
lo Lao
lt Lithuanian
lv Latvian
mai Maithili
mg Malagasy
mhr Eastern Mari
min Minangkabau
mk Macedonian
ml Malayalam
mn Mongolian
mr Marathi
mrj Western Mari
ms Malay
mt Maltese
mwl Mirandese
my Burmese
myv Erzya
mzn Mazanderani
nah Nahuatl
nap Neapolitan
nds Low German
ne Nepali
new Newari
nl Dutch
nn Norwegian Nynorsk
no Norwegian
oc Occitan
or Odia
os Ossetian
pa Punjabi
pam Pampanga
pfl Palatine German
pl Polish
pms Piedmontese
pnb Western Panjabi
ps Pashto
pt Portuguese
qu Quechua
rm Romansh
ro Romanian
ru Russian
sa Sanskrit
sah Sakha
sc Sardinian
scn Sicilian
sco Scots
sd Sindhi
sh Serbo-Croatian
si Sinhala
sk Slovak
sl Slovene
so Somali
sq Albanian
sr Serbian
su Sundanese
sv Swedish
sw Swahili
ta Tamil
te Telugu
tg Tajik
th Thai
tk Turkmen
tl Tagalog
tr Turkish
tt Tatar
tyv Tuvan
ug Uyghur
uk Ukrainian
ur Urdu
uz Uzbek
vec Venetian
vep Vepsian
vi Vietnamese
vls West Flemish
vo Volapük
wa Walloon
war Waray
wuu Wu Chinese
xal Kalmyk
xmf Mingrelian
yi Yiddish
yo Yoruba
yue Cantonese
zh Chinese




Settings

Lower bounds (default: median)
Upper bounds (default: max)


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