Earth Observation with Temporal & General Understanding
Collection
A collection of datasets , evaluations , and models for the Nutonic Project • 23 items • Updated • 2
Datasets:
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"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery... |
[
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"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_t0000.png"
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"type": "text",
"text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."
}... |
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"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_t0000.png"
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{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result as a ... |
[
{
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"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **built** in the imagery: approximate share... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the built. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate share... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **shrub_and_scrub** in the imagery: approxi... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the shrub and scrub. Provide result as a valid JSON: [{\"label\": str, \"bbox\... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000040_g001.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite im... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."
... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **built** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the built. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000040_g002.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite im... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."
... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **built** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the built. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **shrub_and_scrub** in the imagery: ap... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the shrub and scrub. Provide result as a valid JSON: [{\"label\": str, \"... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **grass** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the grass. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000040_g003.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite im... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."
... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **built** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the built. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **crops** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the crops. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **shrub_and_scrub** in the imagery: ap... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the shrub and scrub. Provide result as a valid JSON: [{\"label\": str, \"... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **grass** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the grass. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000151.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."
}... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result as a ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate share... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **shrub_and_scrub** in the imagery: approxi... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the shrub and scrub. Provide result as a valid JSON: [{\"label\": str, \"bbox\... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000040_g004.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite im... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g004_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."
... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g004_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g004_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **built** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g004_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the built. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000151_g001.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite im... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."
... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **shrub_and_scrub** in the imagery: ap... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the shrub and scrub. Provide result as a valid JSON: [{\"label\": str, \"... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **built** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the built. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000151_g002.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite im... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."
... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **shrub_and_scrub** in the imagery: ap... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the shrub and scrub. Provide result as a valid JSON: [{\"label\": str, \"... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **grass** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g002_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the grass. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000040_g006.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite im... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g006_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."
... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g006_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g006_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **built** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g006_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the built. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g006_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000040_g006_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000140.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000151_g003.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite im... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."
... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **shrub_and_scrub** in the imagery: ap... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the shrub and scrub. Provide result as a valid JSON: [{\"label\": str, \"... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **built** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g003_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the built. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000041.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite imagery... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000140_g001.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite im... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000151_g004.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite im... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g004_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."
... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g004_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g004_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g004_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g004_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **shrub_and_scrub** in the imagery: ap... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000151_g004_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the shrub and scrub. Provide result as a valid JSON: [{\"label\": str, \"... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "mapbox_stills/s00000/poi_000041_g001.png"
},
{
"type": "text",
"text": "The input is overhead context imagery (not the same sensor as the chips). Describe it and relate it to the paired satellite im... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000041_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."
... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000041_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the land cover regions visible in this satellite imagery. Provide result ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000041_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **trees** in the imagery: approximate ... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000041_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery. Inspect it and detect the trees. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x... |
[
{
"role": "user",
"content": [
{
"type": "image",
"image": "images/s00000/poi_000041_g001_t0000.png"
},
{
"type": "text",
"text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **built** in the imagery: approximate ... |
End of preview. Expand in Data Studio
NU-TONIC raw SFT Full
Satellite imagery and aligned land-cover outputs packaged as image–text rows for fine-tuning in SFT format. JSONL user prompts name the modality (satellite imagery vs. overhead context) where it matters.
Provenance
- Locations: GeoGuessr-style POIs (source:
stochastic/random_streetview_images_pano_v0.0.2) - Optical: Sentinel-2 multispectral optical COGs from a public STAC catalog, blue/green/red or visual preview, percentile-stretched to uint8.
- Labels: per-pixel land-cover raster from Earth Engine, reprojected to the same 10 m grid as the RGB stack, then tiled and nearest-neighbor downsampled with the mask.
- Context: optional geographic overhead still per POI (token-based static map API) under
mapbox_stills/. - Rows: global caption + grounding per tile of satellite imagery, plus per–land-cover-class caption .
- Downstream format:
messages[]withimage+ text, aligned with conventions.
Layout
images/*.png— RGB chips (downsampled, e.g. 224×224).overlays/*.png— optional bbox visualization per JSONL row (--write-bbox-overlays).mapbox_stills/*.png— overhead context still per POI (when API token set).data/train.jsonl,data/validation.jsonl,data/test.jsonl— splits hashed bypoi_id.metadata/*.json— per-tile sidecars (coordinates, scene id,land_cover_label_metacounts/shapes only).
Licenses
Respect the STAC data provider terms, Earth Engine terms for label rasters, the MapBox ToS for optional stills, and the MIT HF pano dataset license for source coordinates.
Hub layout (sharded)
- This snapshot was processed so that
images/,mapbox_stills/,overlays/, andmetadata/use at most 8000 files per leaf directory (Hub git limit: 10k files per directory). JSONL paths may includesNNNNN/shard segments where needed.
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