Dataset sync from nutonic build

data/test.jsonl

@@ -3,3 +3,21 @@
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_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 as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.2188, 0.1875, 0.2455, 0.2143]}, {\"label\": \"built\", \"bbox\": [0.1384, 0.3214, 0.3036, 0.4955]}, {\"label\": \"built\", \"bbox\": [0.3616, 0.2768, 0.4688, 0.3304]}, {\"label\": \"built\", \"bbox\": [0.6295, 0.7946, 0.6786, 0.8616]}, {\"label\": \"built\", \"bbox\": [0.5357, 0.6161, 0.5759, 0.6562]}, {\"label\": \"built\", \"bbox\": [0.6696, 0.7455, 0.6964, 0.7768]}, {\"label\": \"built\", \"bbox\": [0.2812, 0.4062, 0.3214, 0.4241]}, {\"label\": \"built\", \"bbox\": [0.308, 0.3795, 0.3348, 0.3929]}, {\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0, 0.9911, 0.9821]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.3348, 0.2946, 0.3661, 0.317]}]"}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g002_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **bare_ground** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **bare_ground** accounts for about 97.5% of valid pixels, showing one or two dominant contiguous patches."}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g002_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the bare ground. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0, 0.9911, 0.9821]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000000_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 imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 42.53952°, 1.51890°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AD. Vicinity: CG-3, AD500 Andorra la Vella, Andorra."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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": "assistant", "content": [{"type": "text", "text": "This satellite imagery is dominated by trees (37.2%), built (13.1%), shrub_and_scrub (5.4%), and snow_and_ice (2.4%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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 as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.0134, 0.0, 0.9911, 0.9911]}, {\"label\": \"trees\", \"bbox\": [0.2232, 0.0, 0.6875, 0.2902]}, {\"label\": \"trees\", \"bbox\": [0.1875, 0.0223, 0.2812, 0.1652]}, {\"label\": \"trees\", \"bbox\": [0.2679, 0.1875, 0.3795, 0.3393]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.5982, 0.067, 0.7277]}, {\"label\": \"trees\", \"bbox\": [0.4062, 0.5357, 0.442, 0.6161]}, {\"label\": \"trees\", \"bbox\": [0.4955, 0.2946, 0.5312, 0.3214]}, {\"label\": \"trees\", \"bbox\": [0.4955, 0.3884, 0.5312, 0.433]}, {\"label\": \"trees\", \"bbox\": [0.7054, 0.9464, 0.7723, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.7589, 0.0179, 0.7946]}, {\"label\": \"grass\", \"bbox\": [0.5625, 0.1295, 0.683, 0.2098]}, {\"label\": \"grass\", \"bbox\": [0.0, 0.7054, 0.0759, 0.7679]}, {\"label\": \"grass\", \"bbox\": [0.5179, 0.4866, 0.5714, 0.567]}, {\"label\": \"grass\", \"bbox\": [0.5848, 0.0759, 0.625, 0.1071]}, {\"label\": \"grass\", \"bbox\": [0.6607, 0.2991, 0.7054, 0.3393]}, {\"label\": \"grass\", \"bbox\": [0.7232, 0.6875, 0.7679, 0.7232]}, {\"label\": \"grass\", \"bbox\": [0.8214, 0.0893, 0.8705, 0.1161]}, {\"label\": \"grass\", \"bbox\": [0.4688, 0.5446, 0.5, 0.5938]}, {\"label\": \"grass\", \"bbox\": [0.4554, 0.317, 0.4955, 0.3438]}, {\"label\": \"grass\", \"bbox\": [0.8304, 0.4375, 0.8705, 0.4732]}, {\"label\": \"grass\", \"bbox\": [0.5089, 0.3973, 0.5357, 0.4196]}, {\"label\": \"grass\", \"bbox\": [0.7277, 0.2589, 0.75, 0.2857]}, {\"label\": \"grass\", \"bbox\": [0.7634, 0.625, 0.7902, 0.6473]}, {\"label\": \"grass\", \"bbox\": [0.8036, 0.183, 0.817, 0.2098]}, {\"label\": \"grass\", \"bbox\": [0.433, 0.6473, 0.4464, 0.6741]}, {\"label\": \"crops\", \"bbox\": [0.567, 0.1696, 0.6429, 0.2768]}, {\"label\": \"crops\", \"bbox\": [0.6607, 0.0893, 0.7143, 0.1652]}, {\"label\": \"crops\", \"bbox\": [0.4643, 0.4821, 0.4955, 0.5268]}, {\"label\": \"crops\", \"bbox\": [0.3839, 0.3973, 0.4062, 0.433]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2991, 0.8125, 0.5, 0.9777]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.625, 0.8616, 0.7589, 0.9643]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7188, 0.0134, 0.8929, 0.1161]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3661, 0.7366, 0.5268, 0.8482]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4643, 0.25, 0.567, 0.3125]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3348, 0.0, 0.5625, 0.0804]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.558, 0.0982, 0.6652, 0.1429]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5759, 0.8348, 0.6741, 0.8795]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4062, 0.6741, 0.5, 0.7009]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.375, 0.1339, 0.4241, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5089, 0.8304, 0.558, 0.8705]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4241, 0.2188, 0.4866, 0.2411]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5804, 0.9241, 0.6339, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8705, 0.0268, 0.9196, 0.058]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5089, 0.1027, 0.5491, 0.1518]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5536, 0.5312, 0.5893, 0.5536]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.7991, 0.0268, 0.8348]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7679, 0.692, 0.808, 0.7232]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8125, 0.1607, 0.8393, 0.192]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6116, 0.0491, 0.6429, 0.0759]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6786, 0.0357, 0.6964, 0.0848]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5625, 0.1741, 0.5893, 0.1964]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7991, 0.4688, 0.8304, 0.4821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0179, 0.7634, 0.0536, 0.7812]}, {\"label\": \"built\", \"bbox\": [0.1696, 0.0, 0.8259, 0.7277]}, {\"label\": \"built\", \"bbox\": [0.5804, 0.4821, 0.7321, 0.5848]}, {\"label\": \"built\", \"bbox\": [0.6161, 0.942, 0.7679, 0.9911]}, {\"label\": \"built\", \"bbox\": [0.692, 0.6562, 0.7277, 0.692]}, {\"label\": \"built\", \"bbox\": [0.7366, 0.567, 0.7723, 0.6071]}, {\"label\": \"built\", \"bbox\": [0.0089, 0.7768, 0.0446, 0.8125]}, {\"label\": \"built\", \"bbox\": [0.6429, 0.5848, 0.6696, 0.6161]}, {\"label\": \"built\", \"bbox\": [0.8661, 0.0759, 0.8884, 0.0938]}, {\"label\": \"built\", \"bbox\": [0.8438, 0.1473, 0.8616, 0.1696]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.0, 0.8259, 0.2768, 0.9911]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.2188, 0.8661, 0.2723, 0.8929]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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 share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **trees** accounts for about 60.0% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.0134, 0.0, 0.9911, 0.9911]}, {\"label\": \"trees\", \"bbox\": [0.2232, 0.0, 0.6875, 0.2902]}, {\"label\": \"trees\", \"bbox\": [0.1875, 0.0223, 0.2812, 0.1652]}, {\"label\": \"trees\", \"bbox\": [0.2679, 0.1875, 0.3795, 0.3393]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.5982, 0.067, 0.7277]}, {\"label\": \"trees\", \"bbox\": [0.4062, 0.5357, 0.442, 0.6161]}, {\"label\": \"trees\", \"bbox\": [0.4955, 0.2946, 0.5312, 0.3214]}, {\"label\": \"trees\", \"bbox\": [0.4955, 0.3884, 0.5312, 0.433]}, {\"label\": \"trees\", \"bbox\": [0.7054, 0.9464, 0.7723, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.7589, 0.0179, 0.7946]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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 share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **built** accounts for about 21.2% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"built\", \"bbox\": [0.1696, 0.0, 0.8259, 0.7277]}, {\"label\": \"built\", \"bbox\": [0.5804, 0.4821, 0.7321, 0.5848]}, {\"label\": \"built\", \"bbox\": [0.6161, 0.942, 0.7679, 0.9911]}, {\"label\": \"built\", \"bbox\": [0.692, 0.6562, 0.7277, 0.692]}, {\"label\": \"built\", \"bbox\": [0.7366, 0.567, 0.7723, 0.6071]}, {\"label\": \"built\", \"bbox\": [0.0089, 0.7768, 0.0446, 0.8125]}, {\"label\": \"built\", \"bbox\": [0.6429, 0.5848, 0.6696, 0.6161]}, {\"label\": \"built\", \"bbox\": [0.8661, 0.0759, 0.8884, 0.0938]}, {\"label\": \"built\", \"bbox\": [0.8438, 0.1473, 0.8616, 0.1696]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **shrub_and_scrub** accounts for about 9.5% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"shrub_and_scrub\", \"bbox\": [0.2991, 0.8125, 0.5, 0.9777]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.625, 0.8616, 0.7589, 0.9643]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7188, 0.0134, 0.8929, 0.1161]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3661, 0.7366, 0.5268, 0.8482]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4643, 0.25, 0.567, 0.3125]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3348, 0.0, 0.5625, 0.0804]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.558, 0.0982, 0.6652, 0.1429]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5759, 0.8348, 0.6741, 0.8795]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4062, 0.6741, 0.5, 0.7009]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.375, 0.1339, 0.4241, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5089, 0.8304, 0.558, 0.8705]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4241, 0.2188, 0.4866, 0.2411]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5804, 0.9241, 0.6339, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8705, 0.0268, 0.9196, 0.058]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5089, 0.1027, 0.5491, 0.1518]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5536, 0.5312, 0.5893, 0.5536]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.7991, 0.0268, 0.8348]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7679, 0.692, 0.808, 0.7232]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8125, 0.1607, 0.8393, 0.192]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6116, 0.0491, 0.6429, 0.0759]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6786, 0.0357, 0.6964, 0.0848]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5625, 0.1741, 0.5893, 0.1964]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7991, 0.4688, 0.8304, 0.4821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0179, 0.7634, 0.0536, 0.7812]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000000_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 imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 42.55398°, 1.53391°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AD. Vicinity: CG-3, AD500 Andorra la Vella, Andorra."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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": "assistant", "content": [{"type": "text", "text": "This satellite imagery is dominated by trees (55.6%), built (13.1%), shrub_and_scrub (3.5%), and grass (2.6%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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 as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.2768, 0.0, 0.9911, 0.9866]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.0, 0.442, 0.5982]}, {\"label\": \"trees\", \"bbox\": [0.0223, 0.4955, 0.1339, 0.6473]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.3795, 0.0357, 0.4732]}, {\"label\": \"trees\", \"bbox\": [0.1562, 0.8438, 0.1964, 0.9241]}, {\"label\": \"trees\", \"bbox\": [0.25, 0.6027, 0.2857, 0.6339]}, {\"label\": \"trees\", \"bbox\": [0.25, 0.6964, 0.2857, 0.7455]}, {\"label\": \"grass\", \"bbox\": [0.2812, 0.1696, 0.4241, 0.2679]}, {\"label\": \"grass\", \"bbox\": [0.2411, 0.0536, 0.3214, 0.1607]}, {\"label\": \"grass\", \"bbox\": [0.317, 0.4375, 0.4196, 0.5179]}, {\"label\": \"grass\", \"bbox\": [0.2723, 0.7991, 0.3259, 0.875]}, {\"label\": \"grass\", \"bbox\": [0.3393, 0.3839, 0.3795, 0.4152]}, {\"label\": \"grass\", \"bbox\": [0.2188, 0.0, 0.2455, 0.0446]}, {\"label\": \"grass\", \"bbox\": [0.4152, 0.6116, 0.4598, 0.6473]}, {\"label\": \"grass\", \"bbox\": [0.2232, 0.8527, 0.2545, 0.9018]}, {\"label\": \"grass\", \"bbox\": [0.5759, 0.3973, 0.6205, 0.4241]}, {\"label\": \"grass\", \"bbox\": [0.2098, 0.625, 0.25, 0.6518]}, {\"label\": \"grass\", \"bbox\": [0.2634, 0.7054, 0.2902, 0.7321]}, {\"label\": \"grass\", \"bbox\": [0.5804, 0.75, 0.6205, 0.7812]}, {\"label\": \"grass\", \"bbox\": [0.7812, 0.3705, 0.808, 0.3929]}, {\"label\": \"grass\", \"bbox\": [0.4821, 0.567, 0.5045, 0.5938]}, {\"label\": \"grass\", \"bbox\": [0.1875, 0.9554, 0.2009, 0.9821]}, {\"label\": \"grass\", \"bbox\": [0.5179, 0.933, 0.5446, 0.9554]}, {\"label\": \"grass\", \"bbox\": [0.558, 0.4911, 0.5714, 0.5179]}, {\"label\": \"grass\", \"bbox\": [0.2902, 0.75, 0.3214, 0.7768]}, {\"label\": \"crops\", \"bbox\": [0.317, 0.4777, 0.3973, 0.5848]}, {\"label\": \"crops\", \"bbox\": [0.4152, 0.3973, 0.4643, 0.4821]}, {\"label\": \"crops\", \"bbox\": [0.2188, 0.7902, 0.2455, 0.8348]}, {\"label\": \"crops\", \"bbox\": [0.1384, 0.7054, 0.1607, 0.7411]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4688, 0.3214, 0.6473, 0.4241]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2188, 0.558, 0.3214, 0.6205]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0893, 0.3036, 0.317, 0.3884]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3125, 0.4062, 0.4196, 0.4509]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.808, 0.2366, 0.8795, 0.3214]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.375, 0.1384, 0.442, 0.2143]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0625, 0.1161, 0.1473, 0.1562]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1339, 0.442, 0.1786, 0.4732]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7411, 0.0714, 0.8036, 0.1161]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1786, 0.5312, 0.2455, 0.5491]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4241, 0.2768, 0.4688, 0.2991]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.625, 0.3348, 0.6696, 0.3705]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2634, 0.4107, 0.3036, 0.4554]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6518, 0.0982, 0.6964, 0.1205]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.308, 0.8393, 0.3438, 0.8616]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4241, 0.2054, 0.4643, 0.2321]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.433, 0.3438, 0.4509, 0.3929]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3661, 0.3571, 0.3973, 0.3839]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.567, 0.4688, 0.5893, 0.5]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5179, 0.0446, 0.5446, 0.058]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3125, 0.4821, 0.3438, 0.5089]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7366, 0.6473, 0.7545, 0.6696]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.875, 0.2009, 0.9062, 0.2277]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8929, 0.1027, 0.9107, 0.125]}, {\"label\": \"built\", \"bbox\": [0.0, 0.2321, 0.5759, 0.9866]}, {\"label\": \"built\", \"bbox\": [0.2366, 0.0, 0.3125, 0.1205]}, {\"label\": \"built\", \"bbox\": [0.4196, 0.8348, 0.4866, 0.8929]}, {\"label\": \"built\", \"bbox\": [0.2679, 0.1562, 0.3214, 0.2143]}, {\"label\": \"built\", \"bbox\": [0.4866, 0.8929, 0.5268, 0.9196]}, {\"label\": \"built\", \"bbox\": [0.4464, 0.9643, 0.4821, 0.9866]}, {\"label\": \"built\", \"bbox\": [0.3929, 0.8929, 0.4196, 0.9241]}, {\"label\": \"built\", \"bbox\": [0.6205, 0.3839, 0.6429, 0.4018]}, {\"label\": \"built\", \"bbox\": [0.5982, 0.4554, 0.6161, 0.4821]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.8616, 0.0, 0.9911, 0.0893]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.9152, 0.5268, 0.9911, 0.5938]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.8438, 0.5491, 0.875, 0.5759]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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 share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **trees** accounts for about 71.2% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.2768, 0.0, 0.9911, 0.9866]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.0, 0.442, 0.5982]}, {\"label\": \"trees\", \"bbox\": [0.0223, 0.4955, 0.1339, 0.6473]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.3795, 0.0357, 0.4732]}, {\"label\": \"trees\", \"bbox\": [0.1562, 0.8438, 0.1964, 0.9241]}, {\"label\": \"trees\", \"bbox\": [0.25, 0.6027, 0.2857, 0.6339]}, {\"label\": \"trees\", \"bbox\": [0.25, 0.6964, 0.2857, 0.7455]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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 share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **built** accounts for about 17.0% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"built\", \"bbox\": [0.0, 0.2321, 0.5759, 0.9866]}, {\"label\": \"built\", \"bbox\": [0.2366, 0.0, 0.3125, 0.1205]}, {\"label\": \"built\", \"bbox\": [0.4196, 0.8348, 0.4866, 0.8929]}, {\"label\": \"built\", \"bbox\": [0.2679, 0.1562, 0.3214, 0.2143]}, {\"label\": \"built\", \"bbox\": [0.4866, 0.8929, 0.5268, 0.9196]}, {\"label\": \"built\", \"bbox\": [0.4464, 0.9643, 0.4821, 0.9866]}, {\"label\": \"built\", \"bbox\": [0.3929, 0.8929, 0.4196, 0.9241]}, {\"label\": \"built\", \"bbox\": [0.6205, 0.3839, 0.6429, 0.4018]}, {\"label\": \"built\", \"bbox\": [0.5982, 0.4554, 0.6161, 0.4821]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **shrub_and_scrub** accounts for about 5.5% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"shrub_and_scrub\", \"bbox\": [0.4688, 0.3214, 0.6473, 0.4241]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2188, 0.558, 0.3214, 0.6205]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0893, 0.3036, 0.317, 0.3884]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3125, 0.4062, 0.4196, 0.4509]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.808, 0.2366, 0.8795, 0.3214]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.375, 0.1384, 0.442, 0.2143]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0625, 0.1161, 0.1473, 0.1562]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1339, 0.442, 0.1786, 0.4732]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7411, 0.0714, 0.8036, 0.1161]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1786, 0.5312, 0.2455, 0.5491]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4241, 0.2768, 0.4688, 0.2991]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.625, 0.3348, 0.6696, 0.3705]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2634, 0.4107, 0.3036, 0.4554]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6518, 0.0982, 0.6964, 0.1205]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.308, 0.8393, 0.3438, 0.8616]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4241, 0.2054, 0.4643, 0.2321]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.433, 0.3438, 0.4509, 0.3929]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3661, 0.3571, 0.3973, 0.3839]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.567, 0.4688, 0.5893, 0.5]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5179, 0.0446, 0.5446, 0.058]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3125, 0.4821, 0.3438, 0.5089]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7366, 0.6473, 0.7545, 0.6696]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.875, 0.2009, 0.9062, 0.2277]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8929, 0.1027, 0.9107, 0.125]}]"}]}]}

data/train.jsonl

@@ -50,3 +50,31 @@
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_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 as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"shrub_and_scrub\", \"bbox\": [0.7054, 0.3304, 0.7589, 0.3571]}, {\"label\": \"built\", \"bbox\": [0.6696, 0.9241, 0.7812, 0.9821]}, {\"label\": \"built\", \"bbox\": [0.7812, 0.2946, 0.8393, 0.3571]}, {\"label\": \"built\", \"bbox\": [0.75, 0.1875, 0.7991, 0.2455]}, {\"label\": \"built\", \"bbox\": [0.8036, 0.6786, 0.8571, 0.7411]}, {\"label\": \"built\", \"bbox\": [0.7723, 0.7679, 0.808, 0.817]}, {\"label\": \"built\", \"bbox\": [0.558, 0.875, 0.5938, 0.9018]}, {\"label\": \"built\", \"bbox\": [0.6384, 0.6562, 0.6607, 0.6875]}, {\"label\": \"built\", \"bbox\": [0.0, 0.8304, 0.0223, 0.8616]}, {\"label\": \"built\", \"bbox\": [0.1161, 0.9598, 0.1384, 0.9821]}, {\"label\": \"built\", \"bbox\": [0.4955, 0.7946, 0.5223, 0.8214]}, {\"label\": \"built\", \"bbox\": [0.9732, 0.9241, 0.9911, 0.9464]}, {\"label\": \"built\", \"bbox\": [0.6607, 0.7321, 0.6875, 0.7455]}, {\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0, 0.9911, 0.9821]}]"}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **bare_ground** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **bare_ground** accounts for about 98.1% of valid pixels, showing one or two dominant contiguous patches."}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000014_g003_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the bare ground. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0, 0.9911, 0.9821]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000000.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 and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 42.51920°, 1.52391°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AD. Vicinity: CG-3, AD500 Andorra la Vella, Andorra."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_t0000.png"}, {"type": "text", "text": "The input is satellite imagery (RGB). Describe this imagery in detail, including surface cover and structure where visible."}]}, {"role": "assistant", "content": [{"type": "text", "text": "This satellite imagery is dominated by trees (21.8%), shrub_and_scrub (12.1%), built (8.5%), and snow_and_ice (2.4%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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 valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.0, 0.0, 0.7857, 0.6429]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.7902, 0.0893, 0.9598]}, {\"label\": \"trees\", \"bbox\": [0.1161, 0.7634, 0.2634, 0.8571]}, {\"label\": \"trees\", \"bbox\": [0.2366, 0.5848, 0.3571, 0.683]}, {\"label\": \"trees\", \"bbox\": [0.0223, 0.7411, 0.1295, 0.808]}, {\"label\": \"trees\", \"bbox\": [0.3304, 0.0893, 0.3705, 0.1741]}, {\"label\": \"trees\", \"bbox\": [0.2411, 0.692, 0.2991, 0.7768]}, {\"label\": \"trees\", \"bbox\": [0.1116, 0.8616, 0.2232, 0.9241]}, {\"label\": \"trees\", \"bbox\": [0.0982, 0.6607, 0.2054, 0.7009]}, {\"label\": \"trees\", \"bbox\": [0.2991, 0.7321, 0.3884, 0.7634]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.9554, 0.0446, 0.9911]}, {\"label\": \"trees\", \"bbox\": [0.5312, 0.5982, 0.5759, 0.6384]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.7054, 0.0312, 0.7455]}, {\"label\": \"trees\", \"bbox\": [0.625, 0.5045, 0.7009, 0.5268]}, {\"label\": \"grass\", \"bbox\": [0.4464, 0.0446, 0.5, 0.1205]}, {\"label\": \"grass\", \"bbox\": [0.6518, 0.2411, 0.6964, 0.2768]}, {\"label\": \"grass\", \"bbox\": [0.3973, 0.1027, 0.4286, 0.1518]}, {\"label\": \"grass\", \"bbox\": [0.7679, 0.0, 0.7946, 0.0179]}, {\"label\": \"grass\", \"bbox\": [0.692, 0.183, 0.7188, 0.2054]}, {\"label\": \"grass\", \"bbox\": [0.4598, 0.0, 0.4955, 0.0268]}, {\"label\": \"grass\", \"bbox\": [0.3616, 0.2054, 0.375, 0.2277]}, {\"label\": \"crops\", \"bbox\": [0.3929, 0.0357, 0.4196, 0.0848]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.5357, 0.567, 0.9152]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2277, 0.3705, 0.4286, 0.5357]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5491, 0.4196, 0.6875, 0.5268]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2946, 0.2902, 0.4554, 0.4062]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.9241, 0.0759, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5, 0.3929, 0.6027, 0.4375]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3348, 0.2321, 0.4286, 0.2589]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4375, 0.3839, 0.4866, 0.4286]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5089, 0.4866, 0.5625, 0.5268]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4821, 0.0893, 0.5179, 0.1116]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6964, 0.25, 0.7366, 0.2812]}, {\"label\": \"built\", \"bbox\": [0.2946, 0.0, 0.5714, 0.2857]}, {\"label\": \"built\", \"bbox\": [0.3438, 0.5, 0.692, 0.8036]}, {\"label\": \"built\", \"bbox\": [0.0402, 0.8438, 0.25, 0.9911]}, {\"label\": \"built\", \"bbox\": [0.4821, 0.0, 0.6607, 0.1429]}, {\"label\": \"built\", \"bbox\": [0.6607, 0.1384, 0.7009, 0.1652]}, {\"label\": \"built\", \"bbox\": [0.6205, 0.2143, 0.6562, 0.2455]}, {\"label\": \"built\", \"bbox\": [0.567, 0.1384, 0.5938, 0.1696]}, {\"label\": \"bare_ground\", \"bbox\": [0.3527, 0.6116, 0.4375, 0.6696]}, {\"label\": \"bare_ground\", \"bbox\": [0.4464, 0.6384, 0.4821, 0.6518]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.0, 0.3839, 0.2054, 0.6071]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.1429, 0.4241, 0.2009, 0.4509]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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 of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **trees** accounts for about 46.9% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.0, 0.0, 0.7857, 0.6429]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.7902, 0.0893, 0.9598]}, {\"label\": \"trees\", \"bbox\": [0.1161, 0.7634, 0.2634, 0.8571]}, {\"label\": \"trees\", \"bbox\": [0.2366, 0.5848, 0.3571, 0.683]}, {\"label\": \"trees\", \"bbox\": [0.0223, 0.7411, 0.1295, 0.808]}, {\"label\": \"trees\", \"bbox\": [0.3304, 0.0893, 0.3705, 0.1741]}, {\"label\": \"trees\", \"bbox\": [0.2411, 0.692, 0.2991, 0.7768]}, {\"label\": \"trees\", \"bbox\": [0.1116, 0.8616, 0.2232, 0.9241]}, {\"label\": \"trees\", \"bbox\": [0.0982, 0.6607, 0.2054, 0.7009]}, {\"label\": \"trees\", \"bbox\": [0.2991, 0.7321, 0.3884, 0.7634]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.9554, 0.0446, 0.9911]}, {\"label\": \"trees\", \"bbox\": [0.5312, 0.5982, 0.5759, 0.6384]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.7054, 0.0312, 0.7455]}, {\"label\": \"trees\", \"bbox\": [0.625, 0.5045, 0.7009, 0.5268]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **shrub_and_scrub** accounts for about 26.5% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.5357, 0.567, 0.9152]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2277, 0.3705, 0.4286, 0.5357]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5491, 0.4196, 0.6875, 0.5268]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2946, 0.2902, 0.4554, 0.4062]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.9241, 0.0759, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5, 0.3929, 0.6027, 0.4375]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3348, 0.2321, 0.4286, 0.2589]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4375, 0.3839, 0.4866, 0.4286]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5089, 0.4866, 0.5625, 0.5268]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4821, 0.0893, 0.5179, 0.1116]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6964, 0.25, 0.7366, 0.2812]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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 of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **built** accounts for about 18.5% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"built\", \"bbox\": [0.2946, 0.0, 0.5714, 0.2857]}, {\"label\": \"built\", \"bbox\": [0.3438, 0.5, 0.692, 0.8036]}, {\"label\": \"built\", \"bbox\": [0.0402, 0.8438, 0.25, 0.9911]}, {\"label\": \"built\", \"bbox\": [0.4821, 0.0, 0.6607, 0.1429]}, {\"label\": \"built\", \"bbox\": [0.6607, 0.1384, 0.7009, 0.1652]}, {\"label\": \"built\", \"bbox\": [0.6205, 0.2143, 0.6562, 0.2455]}, {\"label\": \"built\", \"bbox\": [0.567, 0.1384, 0.5938, 0.1696]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **snow_and_ice** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **snow_and_ice** accounts for about 5.2% of valid pixels, showing one or two dominant contiguous patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the snow and ice. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"snow_and_ice\", \"bbox\": [0.0, 0.3839, 0.2054, 0.6071]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.1429, 0.4241, 0.2009, 0.4509]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000000_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 imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 42.55529°, 1.52019°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AD. Vicinity: CG-3, AD500 Andorra la Vella, Andorra."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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": "assistant", "content": [{"type": "text", "text": "This satellite imagery is dominated by trees (51.7%), built (13.0%), shrub_and_scrub (3.3%), and grass (2.6%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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 as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.4821, 0.0, 0.9911, 0.9911]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.0, 0.6607, 0.6295]}, {\"label\": \"trees\", \"bbox\": [0.2411, 0.5312, 0.3527, 0.683]}, {\"label\": \"trees\", \"bbox\": [0.1607, 0.3661, 0.2545, 0.5089]}, {\"label\": \"trees\", \"bbox\": [0.3795, 0.875, 0.4196, 0.9598]}, {\"label\": \"trees\", \"bbox\": [0.4688, 0.7321, 0.5045, 0.7768]}, {\"label\": \"trees\", \"bbox\": [0.4688, 0.6339, 0.5089, 0.6652]}, {\"label\": \"grass\", \"bbox\": [0.5045, 0.2098, 0.6429, 0.3036]}, {\"label\": \"grass\", \"bbox\": [0.4598, 0.0893, 0.5402, 0.192]}, {\"label\": \"grass\", \"bbox\": [0.5357, 0.4732, 0.6607, 0.5536]}, {\"label\": \"grass\", \"bbox\": [0.4955, 0.8259, 0.5491, 0.9062]}, {\"label\": \"grass\", \"bbox\": [0.4241, 0.0179, 0.4643, 0.0804]}, {\"label\": \"grass\", \"bbox\": [0.5625, 0.4152, 0.5982, 0.4509]}, {\"label\": \"grass\", \"bbox\": [0.7946, 0.4286, 0.8438, 0.4598]}, {\"label\": \"grass\", \"bbox\": [0.6339, 0.6429, 0.683, 0.6786]}, {\"label\": \"grass\", \"bbox\": [0.442, 0.8884, 0.4732, 0.933]}, {\"label\": \"grass\", \"bbox\": [0.433, 0.6607, 0.4732, 0.683]}, {\"label\": \"grass\", \"bbox\": [0.4866, 0.7411, 0.5134, 0.7634]}, {\"label\": \"grass\", \"bbox\": [0.7054, 0.5982, 0.7277, 0.6295]}, {\"label\": \"grass\", \"bbox\": [0.3795, 0.75, 0.4107, 0.7902]}, {\"label\": \"grass\", \"bbox\": [0.8125, 0.7812, 0.8438, 0.8036]}, {\"label\": \"grass\", \"bbox\": [0.7768, 0.5223, 0.7946, 0.5536]}, {\"label\": \"grass\", \"bbox\": [0.4777, 0.0089, 0.5, 0.0268]}, {\"label\": \"grass\", \"bbox\": [0.7366, 0.9688, 0.7634, 0.9866]}, {\"label\": \"grass\", \"bbox\": [0.5089, 0.7857, 0.5446, 0.8125]}, {\"label\": \"crops\", \"bbox\": [0.5402, 0.5089, 0.6161, 0.6205]}, {\"label\": \"crops\", \"bbox\": [0.6384, 0.433, 0.6875, 0.5089]}, {\"label\": \"crops\", \"bbox\": [0.4375, 0.8214, 0.4688, 0.8839]}, {\"label\": \"crops\", \"bbox\": [0.3616, 0.7411, 0.3839, 0.7768]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6875, 0.3571, 0.8661, 0.4598]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4375, 0.5893, 0.5446, 0.6518]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5312, 0.4375, 0.6384, 0.4821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5938, 0.1696, 0.6786, 0.2455]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5759, 0.0045, 0.6384, 0.0312]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2812, 0.1473, 0.3661, 0.192]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4643, 0.3348, 0.5402, 0.3839]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3527, 0.4777, 0.4018, 0.5089]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3973, 0.5625, 0.4643, 0.5804]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3125, 0.4107, 0.3839, 0.4241]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6429, 0.308, 0.692, 0.3304]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3705, 0.375, 0.4554, 0.4018]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4821, 0.4464, 0.5223, 0.4955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.875, 0.1295, 0.9152, 0.1518]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8482, 0.3705, 0.8929, 0.4018]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9598, 0.1027, 0.9911, 0.1473]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6429, 0.2411, 0.683, 0.2679]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5312, 0.875, 0.5625, 0.8973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0848, 0.25, 0.125, 0.2679]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0045, 0.0625, 0.0357, 0.0938]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6384, 0.3795, 0.6696, 0.4286]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.808, 0.1562, 0.8571, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5848, 0.3884, 0.6205, 0.4196]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4062, 0.0, 0.433, 0.0268]}, {\"label\": \"built\", \"bbox\": [0.1429, 0.2723, 0.7991, 0.9911]}, {\"label\": \"built\", \"bbox\": [0.433, 0.0, 0.5312, 0.1518]}, {\"label\": \"built\", \"bbox\": [0.6384, 0.8705, 0.7054, 0.9286]}, {\"label\": \"built\", \"bbox\": [0.4866, 0.1875, 0.5446, 0.25]}, {\"label\": \"built\", \"bbox\": [0.7098, 0.9241, 0.7455, 0.9509]}, {\"label\": \"built\", \"bbox\": [0.6161, 0.9241, 0.6429, 0.9554]}, {\"label\": \"built\", \"bbox\": [0.817, 0.4911, 0.8348, 0.5134]}, {\"label\": \"built\", \"bbox\": [0.0446, 0.1562, 0.058, 0.1786]}, {\"label\": \"built\", \"bbox\": [0.8393, 0.4152, 0.8616, 0.4375]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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 share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **trees** accounts for about 71.0% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.4821, 0.0, 0.9911, 0.9911]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.0, 0.6607, 0.6295]}, {\"label\": \"trees\", \"bbox\": [0.2411, 0.5312, 0.3527, 0.683]}, {\"label\": \"trees\", \"bbox\": [0.1607, 0.3661, 0.2545, 0.5089]}, {\"label\": \"trees\", \"bbox\": [0.3795, 0.875, 0.4196, 0.9598]}, {\"label\": \"trees\", \"bbox\": [0.4688, 0.7321, 0.5045, 0.7768]}, {\"label\": \"trees\", \"bbox\": [0.4688, 0.6339, 0.5089, 0.6652]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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 share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **built** accounts for about 18.0% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"built\", \"bbox\": [0.1429, 0.2723, 0.7991, 0.9911]}, {\"label\": \"built\", \"bbox\": [0.433, 0.0, 0.5312, 0.1518]}, {\"label\": \"built\", \"bbox\": [0.6384, 0.8705, 0.7054, 0.9286]}, {\"label\": \"built\", \"bbox\": [0.4866, 0.1875, 0.5446, 0.25]}, {\"label\": \"built\", \"bbox\": [0.7098, 0.9241, 0.7455, 0.9509]}, {\"label\": \"built\", \"bbox\": [0.6161, 0.9241, 0.6429, 0.9554]}, {\"label\": \"built\", \"bbox\": [0.817, 0.4911, 0.8348, 0.5134]}, {\"label\": \"built\", \"bbox\": [0.0446, 0.1562, 0.058, 0.1786]}, {\"label\": \"built\", \"bbox\": [0.8393, 0.4152, 0.8616, 0.4375]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **shrub_and_scrub** accounts for about 5.7% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000000_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, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"shrub_and_scrub\", \"bbox\": [0.6875, 0.3571, 0.8661, 0.4598]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4375, 0.5893, 0.5446, 0.6518]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5312, 0.4375, 0.6384, 0.4821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5938, 0.1696, 0.6786, 0.2455]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5759, 0.0045, 0.6384, 0.0312]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2812, 0.1473, 0.3661, 0.192]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4643, 0.3348, 0.5402, 0.3839]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3527, 0.4777, 0.4018, 0.5089]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3973, 0.5625, 0.4643, 0.5804]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3125, 0.4107, 0.3839, 0.4241]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6429, 0.308, 0.692, 0.3304]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3705, 0.375, 0.4554, 0.4018]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4821, 0.4464, 0.5223, 0.4955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.875, 0.1295, 0.9152, 0.1518]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8482, 0.3705, 0.8929, 0.4018]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9598, 0.1027, 0.9911, 0.1473]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6429, 0.2411, 0.683, 0.2679]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5312, 0.875, 0.5625, 0.8973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0848, 0.25, 0.125, 0.2679]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0045, 0.0625, 0.0357, 0.0938]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6384, 0.3795, 0.6696, 0.4286]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.808, 0.1562, 0.8571, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5848, 0.3884, 0.6205, 0.4196]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4062, 0.0, 0.433, 0.0268]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000012.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 and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 64.80483°, -148.06966°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: US. Vicinity: 1407 Oboe Court, Fairbanks, AK 99709, USA."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000012_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 imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 64.80035°, -148.05753°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: US. Vicinity: 1407 Oboe Court, Fairbanks, AK 99709, USA."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000012_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 imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 64.82684°, -148.14150°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: US. Vicinity: 1407 Oboe Court, Fairbanks, AK 99709, USA."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000012_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": "assistant", "content": [{"type": "text", "text": "This satellite imagery is dominated by snow_and_ice (97.7%), and trees (1.8%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000012_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 as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.2098, 0.6071, 0.2634, 0.7098]}, {\"label\": \"trees\", \"bbox\": [0.692, 0.8616, 0.7768, 0.9286]}, {\"label\": \"trees\", \"bbox\": [0.3482, 0.9554, 0.4286, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.2634, 0.7054, 0.3214, 0.7589]}, {\"label\": \"trees\", \"bbox\": [0.0446, 0.8393, 0.0938, 0.8795]}, {\"label\": \"trees\", \"bbox\": [0.192, 0.9598, 0.2455, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.7812, 0.9554, 0.8348, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.0714, 0.5179, 0.1071, 0.5625]}, {\"label\": \"trees\", \"bbox\": [0.9375, 0.8393, 0.9732, 0.8661]}, {\"label\": \"trees\", \"bbox\": [0.5804, 0.9152, 0.6205, 0.9464]}, {\"label\": \"trees\", \"bbox\": [0.5402, 0.9509, 0.567, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.1518, 0.5759, 0.183, 0.6116]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.9241, 0.0402, 0.942]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.8616, 0.0134, 0.9018]}, {\"label\": \"trees\", \"bbox\": [0.2232, 0.3438, 0.2411, 0.3705]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.0, 0.0, 0.9955, 0.9955]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000012_g002_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **snow_and_ice** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **snow_and_ice** accounts for about 98.0% of valid pixels, showing one or two dominant contiguous patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000012_g002_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the snow and ice. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"snow_and_ice\", \"bbox\": [0.0, 0.0, 0.9955, 0.9955]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000012_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 imagery and land-cover outputs from the same area in this dataset."}]}, {"role": "assistant", "content": [{"type": "text", "text": "Overhead context imagery (zoom 12.0) centered near 64.77556°, -148.02232°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: US. Vicinity: 1407 Oboe Court, Fairbanks, AK 99709, USA."}]}]}

metadata/poi_000000_g001_t0000.json

@@ -0,0 +1,743 @@
+{
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+  "split": "train",
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+  "stac_item_id": "S2A_31TCH_20260418_0_L2A",
+  "stac_rgb_meta": {
+    "assets": [
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+    ],
+    "source": "visual_or_thumbnail"
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+  "land_cover_label_meta": {
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+    "src_crs": "EPSG:32631"
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+  "grid": {
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+  "tile_origin_native": [
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+  "tile_stem": "poi_000000_g001_t0000",
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metadata/poi_000000_g002_t0000.json

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metadata/poi_000000_g003_t0000.json

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metadata/poi_000000_t0000.json

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