Miko Czerkawski
@mikonvergence.bsky.social
co-founder scientist of @asterisk-labs.bsky.social | ex @esa.int Φ-lab
computer vision, earth observation, signal processing
https://mikonvergence.github.io
computer vision, earth observation, signal processing
https://mikonvergence.github.io
Major TOM Google DeepMind's AlphaEarth Embeddings are now on @hf.co ! 🚀
A new 6 TB prototype dataset for the community. Get it here: huggingface.co/datasets/Maj...
#EarthEngine #AlphaEarth
A new 6 TB prototype dataset for the community. Get it here: huggingface.co/datasets/Maj...
#EarthEngine #AlphaEarth
August 22, 2025 at 5:28 AM
Major TOM Google DeepMind's AlphaEarth Embeddings are now on @hf.co ! 🚀
A new 6 TB prototype dataset for the community. Get it here: huggingface.co/datasets/Maj...
#EarthEngine #AlphaEarth
A new 6 TB prototype dataset for the community. Get it here: huggingface.co/datasets/Maj...
#EarthEngine #AlphaEarth
And now the last keynote after the poster session from Erin Trochim from UAF! Panel session afterwards and best paper awards following that!
July 19, 2025 at 10:42 PM
And now the last keynote after the poster session from Erin Trochim from UAF! Panel session afterwards and best paper awards following that!
Starting with a keynote from Sujit Roy from @thenasaearth.bsky.social IMPACT!
July 19, 2025 at 4:16 PM
Starting with a keynote from Sujit Roy from @thenasaearth.bsky.social IMPACT!
Counting down - find us in room 111 at @icmlconf.bsky.social
July 19, 2025 at 3:15 PM
Counting down - find us in room 111 at @icmlconf.bsky.social
It's almost time! TerraBytes starts tomorrow at
@icmlconf.bsky.social 2025 in Vancouver #ICML2025
📍 08:30 West Meeting Room 111-112
🗞️ Papers are now accessible on the workshop website below the programme: terrabytes-workshop.github.io
@icmlconf.bsky.social 2025 in Vancouver #ICML2025
📍 08:30 West Meeting Room 111-112
🗞️ Papers are now accessible on the workshop website below the programme: terrabytes-workshop.github.io
July 18, 2025 at 6:38 PM
It's almost time! TerraBytes starts tomorrow at
@icmlconf.bsky.social 2025 in Vancouver #ICML2025
📍 08:30 West Meeting Room 111-112
🗞️ Papers are now accessible on the workshop website below the programme: terrabytes-workshop.github.io
@icmlconf.bsky.social 2025 in Vancouver #ICML2025
📍 08:30 West Meeting Room 111-112
🗞️ Papers are now accessible on the workshop website below the programme: terrabytes-workshop.github.io
Stats after 10 years
June 23, 2025 at 12:29 PM
Stats after 10 years
First image of Sentinel-2
June 23, 2025 at 12:28 PM
First image of Sentinel-2
𝐓𝐞𝐫𝐫𝐚𝐁𝐲𝐭𝐞𝐬 𝐊𝐞𝐲𝐧𝐨𝐭𝐞 𝐀𝐧𝐧𝐨𝐮𝐧𝐜𝐞𝐦𝐞𝐧𝐭:
Razvan Cosac will deliver the second keynote at TerraBytes 2025! Stay tuned for more updates and join us at @icmlconf.bsky.social
terrabytes-workshop.github.io
Razvan Cosac will deliver the second keynote at TerraBytes 2025! Stay tuned for more updates and join us at @icmlconf.bsky.social
terrabytes-workshop.github.io
June 23, 2025 at 5:37 AM
𝐓𝐞𝐫𝐫𝐚𝐁𝐲𝐭𝐞𝐬 𝐊𝐞𝐲𝐧𝐨𝐭𝐞 𝐀𝐧𝐧𝐨𝐮𝐧𝐜𝐞𝐦𝐞𝐧𝐭:
Razvan Cosac will deliver the second keynote at TerraBytes 2025! Stay tuned for more updates and join us at @icmlconf.bsky.social
terrabytes-workshop.github.io
Razvan Cosac will deliver the second keynote at TerraBytes 2025! Stay tuned for more updates and join us at @icmlconf.bsky.social
terrabytes-workshop.github.io
There's at least 6 different versions of me in the official @esa.int #LPS25 programme - but don't panic, most likely only one me will show up at the event.
More info about my works & collaborations:
www.linkedin.com/feed/update/...
More info about my works & collaborations:
www.linkedin.com/feed/update/...
June 22, 2025 at 3:27 PM
There's at least 6 different versions of me in the official @esa.int #LPS25 programme - but don't panic, most likely only one me will show up at the event.
More info about my works & collaborations:
www.linkedin.com/feed/update/...
More info about my works & collaborations:
www.linkedin.com/feed/update/...
𝐓𝐞𝐫𝐫𝐚𝐁𝐲𝐭𝐞𝐬 𝐊𝐞𝐲𝐧𝐨𝐭𝐞 𝐀𝐧𝐧𝐨𝐮𝐧𝐜𝐞𝐦𝐞𝐧𝐭:
Dr Sujit Roy from NASA-IMPACT will deliver the first keynote at TerraBytes 2025!
Stay tuned for more updates and join us at @icmlconf.bsky.social 2025
Dr Sujit Roy from NASA-IMPACT will deliver the first keynote at TerraBytes 2025!
Stay tuned for more updates and join us at @icmlconf.bsky.social 2025
June 16, 2025 at 4:08 PM
𝐓𝐞𝐫𝐫𝐚𝐁𝐲𝐭𝐞𝐬 𝐊𝐞𝐲𝐧𝐨𝐭𝐞 𝐀𝐧𝐧𝐨𝐮𝐧𝐜𝐞𝐦𝐞𝐧𝐭:
Dr Sujit Roy from NASA-IMPACT will deliver the first keynote at TerraBytes 2025!
Stay tuned for more updates and join us at @icmlconf.bsky.social 2025
Dr Sujit Roy from NASA-IMPACT will deliver the first keynote at TerraBytes 2025!
Stay tuned for more updates and join us at @icmlconf.bsky.social 2025
🤗 𝐌𝐄𝐒𝐀 (text to terrain generation) huggingface.co/spaces/mikon...
June 12, 2025 at 12:26 PM
🤗 𝐌𝐄𝐒𝐀 (text to terrain generation) huggingface.co/spaces/mikon...
🤗 𝐂𝐎𝐏-𝐆𝐄𝐍-𝐁𝐞𝐭𝐚 (any-to-any Copernicus generative model) huggingface.co/spaces/mikon...
June 12, 2025 at 12:26 PM
🤗 𝐂𝐎𝐏-𝐆𝐄𝐍-𝐁𝐞𝐭𝐚 (any-to-any Copernicus generative model) huggingface.co/spaces/mikon...
May 15, 2025 at 6:47 AM
⚠️ Nearly 40 billion (39,820,373,479) new embeddings of Major TOM Copernicus data now released!
More details: www.linkedin.com/feed/update/...
More details: www.linkedin.com/feed/update/...
April 28, 2025 at 5:31 AM
⚠️ Nearly 40 billion (39,820,373,479) new embeddings of Major TOM Copernicus data now released!
More details: www.linkedin.com/feed/update/...
More details: www.linkedin.com/feed/update/...
🔵 𝐂𝐎𝐏-𝐆𝐄𝐍-𝐁𝐞𝐭𝐚: 𝐔𝐧𝐢𝐟𝐢𝐞𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐌𝐨𝐝𝐞𝐥𝐥𝐢𝐧𝐠 𝐨𝐟 𝐂𝐎𝐏𝐞𝐫𝐧𝐢𝐜𝐮𝐬 𝐈𝐦𝐚𝐠𝐞𝐫𝐲 𝐓𝐡𝐮𝐦𝐛𝐧𝐚𝐢𝐥𝐬
Now on @hf.co
⚖️ 𝐌𝐨𝐝𝐞𝐥 huggingface.co/mespinosami/...
📱 𝐃𝐞𝐦𝐨 huggingface.co/spaces/mikon...
📄 𝐏𝐚𝐩𝐞𝐫 arxiv.org/abs/2504.08548
Now on @hf.co
⚖️ 𝐌𝐨𝐝𝐞𝐥 huggingface.co/mespinosami/...
📱 𝐃𝐞𝐦𝐨 huggingface.co/spaces/mikon...
📄 𝐏𝐚𝐩𝐞𝐫 arxiv.org/abs/2504.08548
April 21, 2025 at 7:16 AM
🔵 𝐂𝐎𝐏-𝐆𝐄𝐍-𝐁𝐞𝐭𝐚: 𝐔𝐧𝐢𝐟𝐢𝐞𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐌𝐨𝐝𝐞𝐥𝐥𝐢𝐧𝐠 𝐨𝐟 𝐂𝐎𝐏𝐞𝐫𝐧𝐢𝐜𝐮𝐬 𝐈𝐦𝐚𝐠𝐞𝐫𝐲 𝐓𝐡𝐮𝐦𝐛𝐧𝐚𝐢𝐥𝐬
Now on @hf.co
⚖️ 𝐌𝐨𝐝𝐞𝐥 huggingface.co/mespinosami/...
📱 𝐃𝐞𝐦𝐨 huggingface.co/spaces/mikon...
📄 𝐏𝐚𝐩𝐞𝐫 arxiv.org/abs/2504.08548
Now on @hf.co
⚖️ 𝐌𝐨𝐝𝐞𝐥 huggingface.co/mespinosami/...
📱 𝐃𝐞𝐦𝐨 huggingface.co/spaces/mikon...
📄 𝐏𝐚𝐩𝐞𝐫 arxiv.org/abs/2504.08548
𝐌𝐄𝐒𝐀 🏔️ 𝐓𝐞𝐱𝐭-𝐛𝐚𝐬𝐞𝐝 𝐭𝐞𝐫𝐫𝐚𝐢𝐧 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 𝐦𝐨𝐝𝐞𝐥 𝐚𝐯𝐚𝐢𝐥𝐚𝐛𝐥𝐞 𝐨𝐧 @hf.co
Capable of generating 2.5D representations (co-registered colour and depth maps) of terrains based on text prompt conditioning.
Website: paulbornep.github.io/mesa-terrain/
Capable of generating 2.5D representations (co-registered colour and depth maps) of terrains based on text prompt conditioning.
Website: paulbornep.github.io/mesa-terrain/
April 17, 2025 at 7:58 AM
𝐌𝐄𝐒𝐀 🏔️ 𝐓𝐞𝐱𝐭-𝐛𝐚𝐬𝐞𝐝 𝐭𝐞𝐫𝐫𝐚𝐢𝐧 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 𝐦𝐨𝐝𝐞𝐥 𝐚𝐯𝐚𝐢𝐥𝐚𝐛𝐥𝐞 𝐨𝐧 @hf.co
Capable of generating 2.5D representations (co-registered colour and depth maps) of terrains based on text prompt conditioning.
Website: paulbornep.github.io/mesa-terrain/
Capable of generating 2.5D representations (co-registered colour and depth maps) of terrains based on text prompt conditioning.
Website: paulbornep.github.io/mesa-terrain/
𝗖𝗮𝗹𝗹 𝗳𝗼𝗿 𝗣𝗮𝗽𝗲𝗿𝘀: 𝗧𝗲𝗿𝗿𝗮𝗕𝘆𝘁𝗲𝘀 𝗮𝘁 𝗜𝗖𝗠𝗟 𝟮𝟬𝟮𝟱
We are now accepting submissions to 🌍💿𝗧𝗲𝗿𝗿𝗮𝗕𝘆𝘁𝗲𝘀!
𝗠𝗼𝗿𝗲 𝗜𝗻𝗳𝗼: terrabytes-workshop.github.io
𝗦𝘂𝗯𝗺𝗶𝘀𝘀𝗶𝗼𝗻 𝗣𝗼𝗿𝘁𝗮𝗹: openreview.net/group?id=ICM...
@icmlconf.bsky.social
(1/3)
We are now accepting submissions to 🌍💿𝗧𝗲𝗿𝗿𝗮𝗕𝘆𝘁𝗲𝘀!
𝗠𝗼𝗿𝗲 𝗜𝗻𝗳𝗼: terrabytes-workshop.github.io
𝗦𝘂𝗯𝗺𝗶𝘀𝘀𝗶𝗼𝗻 𝗣𝗼𝗿𝘁𝗮𝗹: openreview.net/group?id=ICM...
@icmlconf.bsky.social
(1/3)
March 28, 2025 at 5:47 AM
𝗖𝗮𝗹𝗹 𝗳𝗼𝗿 𝗣𝗮𝗽𝗲𝗿𝘀: 𝗧𝗲𝗿𝗿𝗮𝗕𝘆𝘁𝗲𝘀 𝗮𝘁 𝗜𝗖𝗠𝗟 𝟮𝟬𝟮𝟱
We are now accepting submissions to 🌍💿𝗧𝗲𝗿𝗿𝗮𝗕𝘆𝘁𝗲𝘀!
𝗠𝗼𝗿𝗲 𝗜𝗻𝗳𝗼: terrabytes-workshop.github.io
𝗦𝘂𝗯𝗺𝗶𝘀𝘀𝗶𝗼𝗻 𝗣𝗼𝗿𝘁𝗮𝗹: openreview.net/group?id=ICM...
@icmlconf.bsky.social
(1/3)
We are now accepting submissions to 🌍💿𝗧𝗲𝗿𝗿𝗮𝗕𝘆𝘁𝗲𝘀!
𝗠𝗼𝗿𝗲 𝗜𝗻𝗳𝗼: terrabytes-workshop.github.io
𝗦𝘂𝗯𝗺𝗶𝘀𝘀𝗶𝗼𝗻 𝗣𝗼𝗿𝘁𝗮𝗹: openreview.net/group?id=ICM...
@icmlconf.bsky.social
(1/3)
Until later @esa.int!
Tomorrow I’m joining @asterisk-labs.bsky.social as a full-time co-founder.
We are a co-operative research lab conducting open science on top of public data commons to find new unexpected uses of data programmes like @copernicusecmwf.bsky.social
You will be hearing more soon!
Tomorrow I’m joining @asterisk-labs.bsky.social as a full-time co-founder.
We are a co-operative research lab conducting open science on top of public data commons to find new unexpected uses of data programmes like @copernicusecmwf.bsky.social
You will be hearing more soon!
January 31, 2025 at 6:39 AM
Until later @esa.int!
Tomorrow I’m joining @asterisk-labs.bsky.social as a full-time co-founder.
We are a co-operative research lab conducting open science on top of public data commons to find new unexpected uses of data programmes like @copernicusecmwf.bsky.social
You will be hearing more soon!
Tomorrow I’m joining @asterisk-labs.bsky.social as a full-time co-founder.
We are a co-operative research lab conducting open science on top of public data commons to find new unexpected uses of data programmes like @copernicusecmwf.bsky.social
You will be hearing more soon!
Further ahead, here is an even earlier sample from 2025 over the Chatham Islands (New Zealand).
Taken at 21:47:51 UTC, which corresponds to 10:32:51 of the local time +12:45 (fractional time zone).
Taken at 21:47:51 UTC, which corresponds to 10:32:51 of the local time +12:45 (fractional time zone).
January 1, 2025 at 11:34 AM
Further ahead, here is an even earlier sample from 2025 over the Chatham Islands (New Zealand).
Taken at 21:47:51 UTC, which corresponds to 10:32:51 of the local time +12:45 (fractional time zone).
Taken at 21:47:51 UTC, which corresponds to 10:32:51 of the local time +12:45 (fractional time zone).
𝐖𝐡𝐞𝐫𝐞 𝐝𝐢𝐝 𝐒𝐞𝐧𝐭𝐢𝐧𝐞𝐥-𝟐 𝐜𝐞𝐥𝐞𝐛𝐫𝐚𝐭𝐞 𝐭𝐡𝐞 𝐚𝐫𝐫𝐢𝐯𝐚𝐥 𝐨𝐟 𝟐𝟎𝟐𝟓? 🤔
Here's one of the earliest 2025 samples from Sentinel-2.
Taken at 22:27:59 on the New Year's Eve in the UTC zone 🥳
The visible land of Funafuti Atoll (29 islets) belongs to the country of Tuvalu.
Here's one of the earliest 2025 samples from Sentinel-2.
Taken at 22:27:59 on the New Year's Eve in the UTC zone 🥳
The visible land of Funafuti Atoll (29 islets) belongs to the country of Tuvalu.
January 1, 2025 at 11:34 AM
𝐖𝐡𝐞𝐫𝐞 𝐝𝐢𝐝 𝐒𝐞𝐧𝐭𝐢𝐧𝐞𝐥-𝟐 𝐜𝐞𝐥𝐞𝐛𝐫𝐚𝐭𝐞 𝐭𝐡𝐞 𝐚𝐫𝐫𝐢𝐯𝐚𝐥 𝐨𝐟 𝟐𝟎𝟐𝟓? 🤔
Here's one of the earliest 2025 samples from Sentinel-2.
Taken at 22:27:59 on the New Year's Eve in the UTC zone 🥳
The visible land of Funafuti Atoll (29 islets) belongs to the country of Tuvalu.
Here's one of the earliest 2025 samples from Sentinel-2.
Taken at 22:27:59 on the New Year's Eve in the UTC zone 🥳
The visible land of Funafuti Atoll (29 islets) belongs to the country of Tuvalu.
It is high time we expanded the open Major TOM standard and released nearly 170 million global embeddings.
In a joint collaboration between ESA Φ-lab and CloudFerro, we expanded the standard for Major TOM to also support embedding derivative datasets:
arxiv.org/abs/2412.05600
In a joint collaboration between ESA Φ-lab and CloudFerro, we expanded the standard for Major TOM to also support embedding derivative datasets:
arxiv.org/abs/2412.05600
December 10, 2024 at 7:47 AM
It is high time we expanded the open Major TOM standard and released nearly 170 million global embeddings.
In a joint collaboration between ESA Φ-lab and CloudFerro, we expanded the standard for Major TOM to also support embedding derivative datasets:
arxiv.org/abs/2412.05600
In a joint collaboration between ESA Φ-lab and CloudFerro, we expanded the standard for Major TOM to also support embedding derivative datasets:
arxiv.org/abs/2412.05600
ᴍᴀᴊᴏʀ ᴛᴏᴍ ꜰʟᴏᴀᴛɪɴɢ ɪɴ ᴛʜᴇ ʟᴀᴛᴇɴᴛ ꜱᴘᴀᴄᴇ 🧑🚀️
𝐆𝐥𝐨𝐛𝐚𝐥 𝐚𝐧𝐝 𝐃𝐞𝐧𝐬𝐞 𝐎𝐟𝐟𝐢𝐜𝐢𝐚𝐥 𝐄𝐦𝐛𝐞𝐝𝐝𝐢𝐧𝐠𝐬 𝐨𝐟 𝐌𝐚𝐣𝐨𝐫 𝐓𝐎𝐌 - 𝐎𝐩𝐞𝐧 𝐚𝐧𝐝 𝐅𝐫𝐞𝐞 𝐀𝐜𝐜𝐞𝐬𝐬 𝐨𝐧 @hf.co
Embedding Earth observation data with pre-trained AI models is starting to become a hot topic, for all the good reasons.
More info in thread 🧵
𝐆𝐥𝐨𝐛𝐚𝐥 𝐚𝐧𝐝 𝐃𝐞𝐧𝐬𝐞 𝐎𝐟𝐟𝐢𝐜𝐢𝐚𝐥 𝐄𝐦𝐛𝐞𝐝𝐝𝐢𝐧𝐠𝐬 𝐨𝐟 𝐌𝐚𝐣𝐨𝐫 𝐓𝐎𝐌 - 𝐎𝐩𝐞𝐧 𝐚𝐧𝐝 𝐅𝐫𝐞𝐞 𝐀𝐜𝐜𝐞𝐬𝐬 𝐨𝐧 @hf.co
Embedding Earth observation data with pre-trained AI models is starting to become a hot topic, for all the good reasons.
More info in thread 🧵
December 10, 2024 at 7:47 AM
ᴍᴀᴊᴏʀ ᴛᴏᴍ ꜰʟᴏᴀᴛɪɴɢ ɪɴ ᴛʜᴇ ʟᴀᴛᴇɴᴛ ꜱᴘᴀᴄᴇ 🧑🚀️
𝐆𝐥𝐨𝐛𝐚𝐥 𝐚𝐧𝐝 𝐃𝐞𝐧𝐬𝐞 𝐎𝐟𝐟𝐢𝐜𝐢𝐚𝐥 𝐄𝐦𝐛𝐞𝐝𝐝𝐢𝐧𝐠𝐬 𝐨𝐟 𝐌𝐚𝐣𝐨𝐫 𝐓𝐎𝐌 - 𝐎𝐩𝐞𝐧 𝐚𝐧𝐝 𝐅𝐫𝐞𝐞 𝐀𝐜𝐜𝐞𝐬𝐬 𝐨𝐧 @hf.co
Embedding Earth observation data with pre-trained AI models is starting to become a hot topic, for all the good reasons.
More info in thread 🧵
𝐆𝐥𝐨𝐛𝐚𝐥 𝐚𝐧𝐝 𝐃𝐞𝐧𝐬𝐞 𝐎𝐟𝐟𝐢𝐜𝐢𝐚𝐥 𝐄𝐦𝐛𝐞𝐝𝐝𝐢𝐧𝐠𝐬 𝐨𝐟 𝐌𝐚𝐣𝐨𝐫 𝐓𝐎𝐌 - 𝐎𝐩𝐞𝐧 𝐚𝐧𝐝 𝐅𝐫𝐞𝐞 𝐀𝐜𝐜𝐞𝐬𝐬 𝐨𝐧 @hf.co
Embedding Earth observation data with pre-trained AI models is starting to become a hot topic, for all the good reasons.
More info in thread 🧵
To get in the habit of posting on 🦋, this is one of the first Landsat images capturing the region around Rome (11 August 1972).
Here's me looking at my current home from space, over 2 decades before I was born.
Open data programmes are an extraordinary treasure.
Here's me looking at my current home from space, over 2 decades before I was born.
Open data programmes are an extraordinary treasure.
November 19, 2024 at 7:00 AM
To get in the habit of posting on 🦋, this is one of the first Landsat images capturing the region around Rome (11 August 1972).
Here's me looking at my current home from space, over 2 decades before I was born.
Open data programmes are an extraordinary treasure.
Here's me looking at my current home from space, over 2 decades before I was born.
Open data programmes are an extraordinary treasure.