#mapillary — Public Fediverse posts

[Перевод] Как измерить то, что вы никогда не замечаете

Как научить модель понимать пространство по одному уличному снимку и переводить перспективу в измеримые величины? В статье исследуем этот вопрос на примере ширины тротуаров: восстанавливаем глубину сцены, строим 3D‑представление поверхности и проверяем, насколько точно машинное обучение может описать привычную городскую среду.

https://habr.com/ru/companies/otus/articles/1059580/

#компьютерное_зрение #оценка_глубины #семантическая_сегментация #3Dреконструкция #облако_точек #геопространственный_анализ #измерение_тротуаров #Mapillary #Depth_Anything #GeoCalib

[Перевод] Как измерить то, что вы никогда не замечаете

Как научить модель понимать пространство по одному уличному снимку и переводить перспективу в измеримые величины? В статье исследуем этот вопрос на примере ширины тротуаров: восстанавливаем глубину сцены, строим 3D‑представление поверхности и проверяем, насколько точно машинное обучение может описать привычную городскую среду.

https://habr.com/ru/companies/otus/articles/1059580/

#компьютерное_зрение #оценка_глубины #семантическая_сегментация #3Dреконструкция #облако_точек #геопространственный_анализ #измерение_тротуаров #Mapillary #Depth_Anything #GeoCalib

[Перевод] Как измерить то, что вы никогда не замечаете

Как научить модель понимать пространство по одному уличному снимку и переводить перспективу в измеримые величины? В статье исследуем этот вопрос на примере ширины тротуаров: восстанавливаем глубину сцены, строим 3D‑представление поверхности и проверяем, насколько точно машинное обучение может описать привычную городскую среду.

https://habr.com/ru/companies/otus/articles/1059580/

#компьютерное_зрение #оценка_глубины #семантическая_сегментация #3Dреконструкция #облако_точек #геопространственный_анализ #измерение_тротуаров #Mapillary #Depth_Anything #GeoCalib

Beidzot sataisīju Ādažu kanāla tilta pārbūves Mapillary bildes arī 360 grādos.
Paliks kā vēsturiski foto vismaz :)

Tikai ilgtermiņa glabāšana un pieejamība kaut kad būs jāatrisina...

#Ādaži #Mapillary

Beidzot sataisīju Ādažu kanāla tilta pārbūves Mapillary bildes arī 360 grādos.
Paliks kā vēsturiski foto vismaz :)

Tikai ilgtermiņa glabāšana un pieejamība kaut kad būs jāatrisina...

#Ādaži #Mapillary

Beidzot sataisīju Ādažu kanāla tilta pārbūves Mapillary bildes arī 360 grādos.
Paliks kā vēsturiski foto vismaz :)

Tikai ilgtermiņa glabāšana un pieejamība kaut kad būs jāatrisina...

#Ādaži #Mapillary

Beidzot sataisīju Ādažu kanāla tilta pārbūves Mapillary bildes arī 360 grādos.
Paliks kā vēsturiski foto vismaz :)

Tikai ilgtermiņa glabāšana un pieejamība kaut kad būs jāatrisina...

#Ādaži #Mapillary

Beidzot sataisīju Ādažu kanāla tilta pārbūves Mapillary bildes arī 360 grādos.
Paliks kā vēsturiski foto vismaz :)

Tikai ilgtermiņa glabāšana un pieejamība kaut kad būs jāatrisina...

#Ādaži #Mapillary

Learn more about mapping internet access with street-level imagery in this #SOTMUS2026 presentation by Felipe Valdez.

🔗 https://youtu.be/DaSYgSq4J3o?si=UsNGhkQD1OgG3Vck

🦩

#Mapillary #OpenStreetMap #streetlevelimagery #opendata #geo

Learn more about mapping internet access with street-level imagery in this #SOTMUS2026 presentation by Felipe Valdez.

🔗 https://youtu.be/DaSYgSq4J3o?si=UsNGhkQD1OgG3Vck

🦩

#Mapillary #OpenStreetMap #streetlevelimagery #opendata #geo

Learn more about mapping internet access with street-level imagery in this #SOTMUS2026 presentation by Felipe Valdez.

🔗 https://youtu.be/DaSYgSq4J3o?si=UsNGhkQD1OgG3Vck

🦩

#Mapillary #OpenStreetMap #streetlevelimagery #opendata #geo

Learn more about mapping internet access with street-level imagery in this #SOTMUS2026 presentation by Felipe Valdez.

🔗 https://youtu.be/DaSYgSq4J3o?si=UsNGhkQD1OgG3Vck

🦩

#Mapillary #OpenStreetMap #streetlevelimagery #opendata #geo

Learn more about mapping internet access with street-level imagery in this #SOTMUS2026 presentation by Felipe Valdez.

🔗 https://youtu.be/DaSYgSq4J3o?si=UsNGhkQD1OgG3Vck

🦩

#Mapillary #OpenStreetMap #streetlevelimagery #opendata #geo

Mapillary Lietuvā daudz svaigu bilžu - ja nu jūs interesē, kā tur tagad izskatās.

https://www.mapillary.com/app/?lat=55.35369134048122&lng=24.895837312393496&z=6.497824313070431&dateFrom=2026-06-24

#Mapillary #Lithuania

Mapillary Lietuvā daudz svaigu bilžu - ja nu jūs interesē, kā tur tagad izskatās.

https://www.mapillary.com/app/?lat=55.35369134048122&lng=24.895837312393496&z=6.497824313070431&dateFrom=2026-06-24

#Mapillary #Lithuania

Mapillary Lietuvā daudz svaigu bilžu - ja nu jūs interesē, kā tur tagad izskatās.

https://www.mapillary.com/app/?lat=55.35369134048122&lng=24.895837312393496&z=6.497824313070431&dateFrom=2026-06-24

#Mapillary #Lithuania

Mapillary Lietuvā daudz svaigu bilžu - ja nu jūs interesē, kā tur tagad izskatās.

https://www.mapillary.com/app/?lat=55.35369134048122&lng=24.895837312393496&z=6.497824313070431&dateFrom=2026-06-24

#Mapillary #Lithuania

Mapillary Lietuvā daudz svaigu bilžu - ja nu jūs interesē, kā tur tagad izskatās.

https://www.mapillary.com/app/?lat=55.35369134048122&lng=24.895837312393496&z=6.497824313070431&dateFrom=2026-06-24

#Mapillary #Lithuania

Methinks that is a bit of a contradiction. #mapillary @mapillary
EDIT: Fixed.

Methinks that is a bit of a contradiction. #mapillary @mapillary
EDIT: Fixed.

Methinks that is a bit of a contradiction. #mapillary @mapillary
EDIT: Fixed.

Methinks that is a bit of a contradiction. #mapillary @mapillary
EDIT: Fixed.

A bit of a #mapillary disco going on in #OSMAnd today.

A bit of a #mapillary disco going on in #OSMAnd today.

A bit of a #mapillary disco going on in #OSMAnd today.

A bit of a #mapillary disco going on in #OSMAnd today.

Just deleted my #Mapillary account including uploads because #Panoramax is Good Enough and shows promise for rapid improvement and I've already migrated my data more or less as a test of my new fiber connection. And I'm glad to be done with #Meta.

@panoramax

Just deleted my #Mapillary account including uploads because #Panoramax is Good Enough and shows promise for rapid improvement and I've already migrated my data more or less as a test of my new fiber connection. And I'm glad to be done with #Meta.

@panoramax

Just deleted my #Mapillary account including uploads because #Panoramax is Good Enough and shows promise for rapid improvement and I've already migrated my data more or less as a test of my new fiber connection. And I'm glad to be done with #Meta.

@panoramax

Just deleted my #Mapillary account including uploads because #Panoramax is Good Enough and shows promise for rapid improvement and I've already migrated my data more or less as a test of my new fiber connection. And I'm glad to be done with #Meta.

@panoramax

Just deleted my #Mapillary account including uploads because #Panoramax is Good Enough and shows promise for rapid improvement and I've already migrated my data more or less as a test of my new fiber connection. And I'm glad to be done with #Meta.

@panoramax

https://youtu.be/uP5_sV05-WI?is=AONUofyPDsRnHVV9 Such a simple and yet useful way to map, I don't know why I haven't produced a tutorial about it before. Mapping from street-level imagery such as #Mapillary and #Panoramax. #OpenStreetMap #opendata

https://youtu.be/uP5_sV05-WI?is=AONUofyPDsRnHVV9 Such a simple and yet useful way to map, I don't know why I haven't produced a tutorial about it before. Mapping from street-level imagery such as #Mapillary and #Panoramax. #OpenStreetMap #opendata

https://youtu.be/uP5_sV05-WI?is=AONUofyPDsRnHVV9 Such a simple and yet useful way to map, I don't know why I haven't produced a tutorial about it before. Mapping from street-level imagery such as #Mapillary and #Panoramax. #OpenStreetMap #opendata

https://youtu.be/uP5_sV05-WI?is=AONUofyPDsRnHVV9 Such a simple and yet useful way to map, I don't know why I haven't produced a tutorial about it before. Mapping from street-level imagery such as #Mapillary and #Panoramax. #OpenStreetMap #opendata

https://youtu.be/uP5_sV05-WI?is=AONUofyPDsRnHVV9 Such a simple and yet useful way to map, I don't know why I haven't produced a tutorial about it before. Mapping from street-level imagery such as #Mapillary and #Panoramax. #OpenStreetMap #opendata

Der #DigitalNaive #Hagel möchte das #Internet löschen 🤦‍♂️ https://www.swr.de/swraktuell/baden-wuerttemberg/stromausfall-reutlingen-bw-will-kritische-infrastruktur-verpixeln-100.html, neben #Google womöglich auch

• #wikimedia https://taginfo.openstreetmap.org/keys/wikimedia_commons#map
• #mapillary https://taginfo.openstreetmap.org/keys/mapillary#map
• #panoramax https://taginfo.openstreetmap.org/keys/panoramax#map
• #OpenStreetMap https://openinframap.org/#12.21/48.50409/9.19938

Eigentlich ein Fall für @derpostillon

#Aktionismus #BaWü #CDU #DiePartei #Reutlingen #Informationsfreiheit #Transparenz #Digitalisierung #Satire

Der #DigitalNaive #Hagel möchte das #Internet löschen 🤦‍♂️ https://www.swr.de/swraktuell/baden-wuerttemberg/stromausfall-reutlingen-bw-will-kritische-infrastruktur-verpixeln-100.html, neben #Google womöglich auch

• #wikimedia https://taginfo.openstreetmap.org/keys/wikimedia_commons#map
• #mapillary https://taginfo.openstreetmap.org/keys/mapillary#map
• #panoramax https://taginfo.openstreetmap.org/keys/panoramax#map
• #OpenStreetMap https://openinframap.org/#12.21/48.50409/9.19938

Eigentlich ein Fall für @derpostillon

#Aktionismus #BaWü #CDU #DiePartei #Reutlingen #Informationsfreiheit #Transparenz #Digitalisierung #Satire

Der #DigitalNaive #Hagel möchte das #Internet löschen 🤦‍♂️ https://www.swr.de/swraktuell/baden-wuerttemberg/stromausfall-reutlingen-bw-will-kritische-infrastruktur-verpixeln-100.html, neben #Google womöglich auch

• #wikimedia https://taginfo.openstreetmap.org/keys/wikimedia_commons#map
• #mapillary https://taginfo.openstreetmap.org/keys/mapillary#map
• #panoramax https://taginfo.openstreetmap.org/keys/panoramax#map
• #OpenStreetMap https://openinframap.org/#12.21/48.50409/9.19938

Eigentlich ein Fall für @derpostillon

#Aktionismus #BaWü #CDU #DiePartei #Reutlingen #Informationsfreiheit #Transparenz #Digitalisierung #Satire

Der #DigitalNaive #Hagel möchte das #Internet löschen 🤦‍♂️ https://www.swr.de/swraktuell/baden-wuerttemberg/stromausfall-reutlingen-bw-will-kritische-infrastruktur-verpixeln-100.html, neben #Google womöglich auch

• #wikimedia https://taginfo.openstreetmap.org/keys/wikimedia_commons#map
• #mapillary https://taginfo.openstreetmap.org/keys/mapillary#map
• #panoramax https://taginfo.openstreetmap.org/keys/panoramax#map
• #OpenStreetMap https://openinframap.org/#12.21/48.50409/9.19938

Eigentlich ein Fall für @derpostillon

#Aktionismus #BaWü #CDU #DiePartei #Reutlingen #Informationsfreiheit #Transparenz #Digitalisierung #Satire

Der #DigitalNaive #Hagel möchte das #Internet löschen 🤦‍♂️ https://www.swr.de/swraktuell/baden-wuerttemberg/stromausfall-reutlingen-bw-will-kritische-infrastruktur-verpixeln-100.html, neben #Google womöglich auch

• #wikimedia https://taginfo.openstreetmap.org/keys/wikimedia_commons#map
• #mapillary https://taginfo.openstreetmap.org/keys/mapillary#map
• #panoramax https://taginfo.openstreetmap.org/keys/panoramax#map
• #OpenStreetMap https://openinframap.org/#12.21/48.50409/9.19938

Eigentlich ein Fall für @derpostillon

#Aktionismus #BaWü #CDU #DiePartei #Reutlingen #Informationsfreiheit #Transparenz #Digitalisierung #Satire

Mache neuerdings 360°-Fotos für #Panoramax / #Mapillary. Plötzlich macht Spazieren gehen mir tatsächlich Spaß, man braucht nur ne Motivation!

Mache neuerdings 360°-Fotos für #Panoramax / #Mapillary. Plötzlich macht Spazieren gehen mir tatsächlich Spaß, man braucht nur ne Motivation!

Mache neuerdings 360°-Fotos für #Panoramax / #Mapillary. Plötzlich macht Spazieren gehen mir tatsächlich Spaß, man braucht nur ne Motivation!

Mache neuerdings 360°-Fotos für #Panoramax / #Mapillary. Plötzlich macht Spazieren gehen mir tatsächlich Spaß, man braucht nur ne Motivation!

Mache neuerdings 360°-Fotos für #Panoramax / #Mapillary. Plötzlich macht Spazieren gehen mir tatsächlich Spaß, man braucht nur ne Motivation!

What the hell? It's been like this for at least 4 hours. #mapillary

What the hell? It's been like this for at least 4 hours. #mapillary

What the hell? It's been like this for at least 4 hours. #mapillary

What the hell? It's been like this for at least 4 hours. #mapillary

I just thought of an awful usage of AI on photos, street-level imagery specifically.

Imagine someone taking the images of Google's Street View, and use AI to alter them in a way to remove Google's watermark and edit other stuff on the image to avoid making it look like it's the same image, and then uploading those images as a genuine street-level imagery onto services like #mapillary or #panoramax , and eventually dirtying #Openstreetmap data with both fake and wannabe-license-avoidable stuff.

I just thought of an awful usage of AI on photos, street-level imagery specifically.

Imagine someone taking the images of Google's Street View, and use AI to alter them in a way to remove Google's watermark and edit other stuff on the image to avoid making it look like it's the same image, and then uploading those images as a genuine street-level imagery onto services like #mapillary or #panoramax , and eventually dirtying #Openstreetmap data with both fake and wannabe-license-avoidable stuff.

I just thought of an awful usage of AI on photos, street-level imagery specifically.

Imagine someone taking the images of Google's Street View, and use AI to alter them in a way to remove Google's watermark and edit other stuff on the image to avoid making it look like it's the same image, and then uploading those images as a genuine street-level imagery onto services like #mapillary or #panoramax , and eventually dirtying #Openstreetmap data with both fake and wannabe-license-avoidable stuff.

I just thought of an awful usage of AI on photos, street-level imagery specifically.

Imagine someone taking the images of Google's Street View, and use AI to alter them in a way to remove Google's watermark and edit other stuff on the image to avoid making it look like it's the same image, and then uploading those images as a genuine street-level imagery onto services like #mapillary or #panoramax , and eventually dirtying #Openstreetmap data with both fake and wannabe-license-avoidable stuff.

I just thought of an awful usage of AI on photos, street-level imagery specifically.

Imagine someone taking the images of Google's Street View, and use AI to alter them in a way to remove Google's watermark and edit other stuff on the image to avoid making it look like it's the same image, and then uploading those images as a genuine street-level imagery onto services like #mapillary or #panoramax , and eventually dirtying #Openstreetmap data with both fake and wannabe-license-avoidable stuff.

Eek, Mapillary map down.
Any Mapillary people here?

#Mapillary

Eek, Mapillary map down.
Any Mapillary people here?

#Mapillary

Eek, Mapillary map down.
Any Mapillary people here?

#Mapillary

Eek, Mapillary map down.
Any Mapillary people here?

#Mapillary

Eek, Mapillary map down.
Any Mapillary people here?

#Mapillary