HackerReposA FIELD GUIDE TO OPEN SOURCE
ProSponsor the shelf♧ 0
← Back to top all-time
ucam-eo
tessera-interactive-map
Python2025–2025
ucam-eo / tessera-interactive-map

tessera-interactive-map

Interactive land cover classification of TESSERA embeddings

AI & Machine Learning
Explore on GitHubRead Hacker News discussions
2Distinct people
3Mentions
0Explicit recommenders
58GitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

Interactive land cover classification of TESSERA embeddings

GitHub

Where it is used

No documented product use has been verified yet.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

Mentioned in the same Hacker News threads. That is not proof they are substitutes.

This week on Hacker News

Nov 8–Nov 15 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/15/2026, 4:00:59 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by hour3 dated mentions

Observed mentions: 2025-09-25 20:45:17 UTC to 2025-09-26 08:37:50 UTC.

0122025-09-25 20:00:00 UTC to 2025-09-25 21:00:00 UTC (exclusive): 2 mentions; 0 submissions, 2 commentsSep 25, 20:002025-09-25 21:00:00 UTC to 2025-09-25 22:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-09-25 22:00:00 UTC to 2025-09-25 23:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-09-25 23:00:00 UTC to 2025-09-26 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-09-26 00:00:00 UTC to 2025-09-26 01:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-09-26 01:00:00 UTC to 2025-09-26 02:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-09-26 02:00:00 UTC to 2025-09-26 03:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 commentsSep 26, 02:002025-09-26 03:00:00 UTC to 2025-09-26 04:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-09-26 04:00:00 UTC to 2025-09-26 05:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-09-26 05:00:00 UTC to 2025-09-26 06:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-09-26 06:00:00 UTC to 2025-09-26 07:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-09-26 07:00:00 UTC to 2025-09-26 08:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-09-26 08:00:00 UTC to 2025-09-26 09:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 commentsSep 26, 08:00

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
Sep 25, 20:002025-09-25 20:00:00 UTC2025-09-25 21:00:00 UTC202
Sep 25, 21:002025-09-25 21:00:00 UTC2025-09-25 22:00:00 UTC000
Sep 25, 22:002025-09-25 22:00:00 UTC2025-09-25 23:00:00 UTC000
Sep 25, 23:002025-09-25 23:00:00 UTC2025-09-26 00:00:00 UTC000
Sep 26, 00:002025-09-26 00:00:00 UTC2025-09-26 01:00:00 UTC000
Sep 26, 01:002025-09-26 01:00:00 UTC2025-09-26 02:00:00 UTC000
Sep 26, 02:002025-09-26 02:00:00 UTC2025-09-26 03:00:00 UTC000
Sep 26, 03:002025-09-26 03:00:00 UTC2025-09-26 04:00:00 UTC000
Sep 26, 04:002025-09-26 04:00:00 UTC2025-09-26 05:00:00 UTC000
Sep 26, 05:002025-09-26 05:00:00 UTC2025-09-26 06:00:00 UTC000
Sep 26, 06:002025-09-26 06:00:00 UTC2025-09-26 07:00:00 UTC000
Sep 26, 07:002025-09-26 07:00:00 UTC2025-09-26 08:00:00 UTC000
Sep 26, 08:002025-09-26 08:00:00 UTC2025-09-26 09:00:00 UTC101

What Hacker News says

1 sources
sadiq·Sep 26, 2025
I would try https://github.com/ucam-eo/tessera-interactive-map , this is relatively easy to get started with and has a nice interface for labeling. https://github.com/ucam-eo/geotessera has an image showing our embedding coverage at the moment. Blue areas we have complete coverage for 2024, green areas we cover 2017-2024. We're slowly trying to populate everything 2017-2024 but the constraint is GPU and storage at the moment - each year takes ~20k GPU/200k CPU hours and requires storing and serving 200 terabytes of data. The world is big! If there is an area you would like prioritised, there's an issue template on the geotessera github repo which we can use to move regions around in the processing queue.
In Can a model trained on satellite data really find brambles on the ground?

MAKE YOURSELF AT HOME

A few shortcuts

/
Search the collection
?
Open this guide
Esc
Close dialogs and navigation

Your saved repositories and interests stay in this browser.