Dataset sync from nutonic build

data/test.jsonl

@@ -22,3 +22,8 @@
 {"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]}]"}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000002_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 -30.83263°, -59.00138°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AR. Vicinity: Unnamed Road, Entre Ríos, Argentina."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000008_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 54.94250°, 73.37360°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: RU. Vicinity: ulitsa Dekabristov, 141, Omsk, Omsk Oblast, Russia, 644046."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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 built (59.9%), trees (2.9%), shrub_and_scrub (2.5%), and flooded_vegetation (2.4%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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\": [0.3259, 0.0, 0.4732, 0.1652]}, {\"label\": \"trees\", \"bbox\": [0.4152, 0.067, 0.4955, 0.2768]}, {\"label\": \"trees\", \"bbox\": [0.3036, 0.1429, 0.3571, 0.2277]}, {\"label\": \"trees\", \"bbox\": [0.2946, 0.6295, 0.317, 0.6964]}, {\"label\": \"trees\", \"bbox\": [0.2812, 0.0, 0.2946, 0.0804]}, {\"label\": \"trees\", \"bbox\": [0.1964, 0.817, 0.2321, 0.8571]}, {\"label\": \"trees\", \"bbox\": [0.0938, 0.8839, 0.1339, 0.9196]}, {\"label\": \"trees\", \"bbox\": [0.1696, 0.8705, 0.1964, 0.9107]}, {\"label\": \"trees\", \"bbox\": [0.3884, 0.3125, 0.4241, 0.3571]}, {\"label\": \"grass\", \"bbox\": [0.0223, 0.1429, 0.0446, 0.1696]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.1607, 0.625, 0.2991, 0.8214]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.4554, 0.2366, 0.5357, 0.3929]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.2946, 0.0134, 0.3304, 0.1027]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.3839, 0.2545, 0.442, 0.317]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.3527, 0.192, 0.4107, 0.2545]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.1116, 0.8348, 0.1652, 0.8884]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.4866, 0.0, 0.5089, 0.0848]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.3036, 0.7455, 0.3304, 0.7902]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.3304, 0.1652, 0.3571, 0.1964]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.0, 0.8839, 0.0223, 0.9241]}, {\"label\": \"crops\", \"bbox\": [0.3259, 0.0, 0.3661, 0.0982]}, {\"label\": \"crops\", \"bbox\": [0.1964, 0.8571, 0.2321, 0.9241]}, {\"label\": \"crops\", \"bbox\": [0.8259, 0.692, 0.8616, 0.7455]}, {\"label\": \"crops\", \"bbox\": [0.0223, 0.1696, 0.0625, 0.2054]}, {\"label\": \"crops\", \"bbox\": [0.3259, 0.7679, 0.3795, 0.7946]}, {\"label\": \"crops\", \"bbox\": [0.0268, 0.0938, 0.0446, 0.1518]}, {\"label\": \"crops\", \"bbox\": [0.433, 0.6607, 0.4598, 0.6741]}, {\"label\": \"crops\", \"bbox\": [0.3036, 0.1071, 0.3125, 0.1384]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.683, 0.8482, 0.8214, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3125, 0.2411, 0.3884, 0.4509]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.183, 0.7812, 0.2589, 0.8482]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7946, 0.7902, 0.8393, 0.8527]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.125, 0.8616, 0.1786, 0.9107]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6473, 0.8527, 0.683, 0.9196]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3259, 0.125, 0.3571, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4152, 0.1875, 0.442, 0.2232]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6607, 0.75, 0.6875, 0.7812]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6205, 0.8259, 0.6429, 0.8571]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4062, 0.4821, 0.433, 0.5134]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2277, 0.817, 0.2455, 0.8527]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3393, 0.7634, 0.3795, 0.7857]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8482, 0.6741, 0.8661, 0.6964]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2545, 0.7277, 0.2768, 0.75]}, {\"label\": \"built\", \"bbox\": [0.0491, 0.0, 0.9955, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.0, 0.0179, 0.2812, 0.8705]}, {\"label\": \"built\", \"bbox\": [0.4062, 0.0848, 0.433, 0.1205]}, {\"label\": \"built\", \"bbox\": [0.3438, 0.3705, 0.3571, 0.4018]}, {\"label\": \"built\", \"bbox\": [0.7143, 0.9688, 0.7366, 0.9866]}, {\"label\": \"bare_ground\", \"bbox\": [0.2946, 0.4955, 0.4196, 0.6518]}, {\"label\": \"bare_ground\", \"bbox\": [0.6027, 0.8304, 0.6696, 0.9286]}, {\"label\": \"bare_ground\", \"bbox\": [0.1027, 0.692, 0.1384, 0.7723]}, {\"label\": \"bare_ground\", \"bbox\": [0.3571, 0.6027, 0.4062, 0.6518]}, {\"label\": \"bare_ground\", \"bbox\": [0.2634, 0.4375, 0.308, 0.4866]}, {\"label\": \"bare_ground\", \"bbox\": [0.4196, 0.5446, 0.4464, 0.5804]}, {\"label\": \"bare_ground\", \"bbox\": [0.6786, 0.9062, 0.7054, 0.9286]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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 83.5% of valid pixels, showing several separated patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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\": [0.0491, 0.0, 0.9955, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.0, 0.0179, 0.2812, 0.8705]}, {\"label\": \"built\", \"bbox\": [0.4062, 0.0848, 0.433, 0.1205]}, {\"label\": \"built\", \"bbox\": [0.3438, 0.3705, 0.3571, 0.4018]}, {\"label\": \"built\", \"bbox\": [0.7143, 0.9688, 0.7366, 0.9866]}]"}]}]}

data/train.jsonl

@@ -197,3 +197,28 @@
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000011_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\": \"snow_and_ice\", \"bbox\": [0.0, 0.0, 0.9911, 0.9911]}]"}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000011_g003_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 100.0% of valid pixels, showing one or two dominant contiguous patches."}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000011_g003_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, 0.9911, 0.9911]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000008.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 54.96809°, 73.39565°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: RU. Vicinity: ulitsa Dekabristov, 141, Omsk, Omsk Oblast, Russia, 644046."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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 built (55.6%), trees (4.5%), flooded_vegetation (2.0%), and shrub_and_scrub (1.8%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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\": [0.0402, 0.433, 0.1875, 0.7232]}, {\"label\": \"trees\", \"bbox\": [0.7679, 0.375, 0.9018, 0.5268]}, {\"label\": \"trees\", \"bbox\": [0.1295, 0.6161, 0.2054, 0.8259]}, {\"label\": \"trees\", \"bbox\": [0.0625, 0.1875, 0.1429, 0.2857]}, {\"label\": \"trees\", \"bbox\": [0.0134, 0.692, 0.067, 0.7812]}, {\"label\": \"trees\", \"bbox\": [0.0938, 0.8616, 0.1339, 0.9018]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.1652, 0.7902, 0.2455, 0.9464]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.0, 0.1339, 0.0848, 0.2321]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.1964, 0.4866, 0.2232, 0.6384]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.0089, 0.5625, 0.0402, 0.6518]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.0938, 0.7902, 0.1607, 0.8705]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.0, 0.3795, 0.0446, 0.4509]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.0625, 0.7411, 0.1205, 0.808]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.1161, 0.2545, 0.1562, 0.308]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.125, 0.3616, 0.1786, 0.4241]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.0446, 0.7188, 0.0714, 0.75]}, {\"label\": \"crops\", \"bbox\": [0.0134, 0.5223, 0.0759, 0.692]}, {\"label\": \"crops\", \"bbox\": [0.5491, 0.5804, 0.558, 0.6205]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0268, 0.7946, 0.1027, 0.9955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.4643, 0.1339, 0.5759]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8348, 0.4107, 0.9554, 0.4777]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1205, 0.7366, 0.1518, 0.7768]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1518, 0.5089, 0.1696, 0.5759]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0357, 0.6741, 0.067, 0.7188]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0446, 0.375, 0.0848, 0.4286]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8884, 0.4688, 0.9196, 0.5134]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7902, 0.4777, 0.8214, 0.5]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8348, 0.5089, 0.8884, 0.5223]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7545, 0.4866, 0.7768, 0.5223]}, {\"label\": \"built\", \"bbox\": [0.0, 0.0, 0.6518, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.6964, 0.0, 0.9955, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.0, 0.2009, 0.1652, 0.4732]}, {\"label\": \"built\", \"bbox\": [0.1161, 0.6384, 0.1473, 0.6741]}, {\"label\": \"built\", \"bbox\": [0.0536, 0.9241, 0.0714, 0.9554]}, {\"label\": \"bare_ground\", \"bbox\": [0.3438, 0.0089, 0.3795, 0.0357]}, {\"label\": \"bare_ground\", \"bbox\": [0.0223, 0.0536, 0.0491, 0.0759]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.4643, 0.0312, 0.5089, 0.1071]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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 84.3% of valid pixels, showing several separated patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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, 0.0, 0.6518, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.6964, 0.0, 0.9955, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.0, 0.2009, 0.1652, 0.4732]}, {\"label\": \"built\", \"bbox\": [0.1161, 0.6384, 0.1473, 0.6741]}, {\"label\": \"built\", \"bbox\": [0.0536, 0.9241, 0.0714, 0.9554]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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 7.1% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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\": [0.0402, 0.433, 0.1875, 0.7232]}, {\"label\": \"trees\", \"bbox\": [0.7679, 0.375, 0.9018, 0.5268]}, {\"label\": \"trees\", \"bbox\": [0.1295, 0.6161, 0.2054, 0.8259]}, {\"label\": \"trees\", \"bbox\": [0.0625, 0.1875, 0.1429, 0.2857]}, {\"label\": \"trees\", \"bbox\": [0.0134, 0.692, 0.067, 0.7812]}, {\"label\": \"trees\", \"bbox\": [0.0938, 0.8616, 0.1339, 0.9018]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000008_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 54.97331°, 73.42262°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: RU. Vicinity: ulitsa Dekabristov, 141, Omsk, Omsk Oblast, Russia, 644046."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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 built (74.4%), trees (1.1%), shrub_and_scrub (0.9%), and bare_ground (0.7%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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\": [0.4286, 0.4777, 0.5625, 0.6339]}, {\"label\": \"trees\", \"bbox\": [0.8839, 0.7321, 0.933, 0.7768]}, {\"label\": \"crops\", \"bbox\": [0.0625, 0.0, 0.1339, 0.0268]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4955, 0.5402, 0.6161, 0.5848]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9509, 0.2455, 0.9955, 0.317]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8438, 0.7188, 0.8973, 0.7455]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5491, 0.5759, 0.5804, 0.6205]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.942, 0.8036, 0.9643, 0.8482]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.442, 0.5804, 0.4821, 0.6071]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5179, 0.5134, 0.5402, 0.5402]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9554, 0.5536, 0.9821, 0.5759]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6562, 0.2768, 0.6786, 0.2991]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9107, 0.7723, 0.9241, 0.7991]}, {\"label\": \"built\", \"bbox\": [0.3571, 0.0, 0.9955, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.0, 0.0, 0.2768, 0.9955]}, {\"label\": \"bare_ground\", \"bbox\": [0.0804, 0.0089, 0.1384, 0.0848]}, {\"label\": \"bare_ground\", \"bbox\": [0.7009, 0.8125, 0.7634, 0.8705]}, {\"label\": \"bare_ground\", \"bbox\": [0.0045, 0.1161, 0.0402, 0.1429]}, {\"label\": \"bare_ground\", \"bbox\": [0.7857, 0.9018, 0.808, 0.9241]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.125, 0.1339, 0.1652, 0.2098]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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 95.5% of valid pixels, showing one or two dominant contiguous patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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\": [0.3571, 0.0, 0.9955, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.0, 0.0, 0.2768, 0.9955]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000010.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 17.65352°, 104.46278°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: TH. Vicinity: Rural Rd Nakhon Phanom 3023, Tambon Chai Buri, Amphoe Tha Uthen, Chang Wat Nakhon Phanom 48120, Thailand."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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 (27.0%), bare_ground (11.7%), crops (10.1%), and built (9.2%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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\": [0.4777, 0.0, 0.9777, 0.2857]}, {\"label\": \"trees\", \"bbox\": [0.0982, 0.3616, 0.442, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.5402, 0.6652, 0.9777, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.7188, 0.2411, 0.9777, 0.5357]}, {\"label\": \"trees\", \"bbox\": [0.2768, 0.817, 0.6518, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.1518, 0.3884, 0.3661]}, {\"label\": \"trees\", \"bbox\": [0.3929, 0.0, 0.4777, 0.0759]}, {\"label\": \"trees\", \"bbox\": [0.0357, 0.5312, 0.1161, 0.6339]}, {\"label\": \"trees\", \"bbox\": [0.2679, 0.3616, 0.3839, 0.433]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.9241, 0.0804, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.375, 0.0446, 0.4866]}, {\"label\": \"trees\", \"bbox\": [0.1518, 0.8839, 0.2188, 0.933]}, {\"label\": \"trees\", \"bbox\": [0.2098, 0.7009, 0.2589, 0.7411]}, {\"label\": \"trees\", 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\"grass\", \"bbox\": [0.1562, 0.1473, 0.1875, 0.2054]}, {\"label\": \"grass\", \"bbox\": [0.8036, 0.1562, 0.8527, 0.1875]}, {\"label\": \"grass\", \"bbox\": [0.808, 0.3482, 0.8527, 0.375]}, {\"label\": \"grass\", \"bbox\": [0.0223, 0.3125, 0.0446, 0.3482]}, {\"label\": \"grass\", \"bbox\": [0.9509, 0.1875, 0.9777, 0.2143]}, {\"label\": \"grass\", \"bbox\": [0.1562, 0.2188, 0.1875, 0.2455]}, {\"label\": \"grass\", \"bbox\": [0.0402, 0.3125, 0.0848, 0.3214]}, {\"label\": \"grass\", \"bbox\": [0.0402, 0.5045, 0.0714, 0.5402]}, {\"label\": \"grass\", \"bbox\": [0.0491, 0.4688, 0.0759, 0.4911]}, {\"label\": \"crops\", \"bbox\": [0.5491, 0.6027, 0.9509, 0.8438]}, {\"label\": \"crops\", \"bbox\": [0.2009, 0.7366, 0.375, 0.933]}, {\"label\": \"crops\", \"bbox\": [0.0759, 0.0625, 0.2009, 0.1696]}, {\"label\": \"crops\", \"bbox\": [0.7679, 0.1741, 0.8839, 0.2545]}, {\"label\": \"crops\", \"bbox\": [0.5, 0.692, 0.6161, 0.7723]}, {\"label\": \"crops\", \"bbox\": [0.0045, 0.0, 0.1518, 0.0982]}, {\"label\": \"crops\", \"bbox\": [0.2143, 0.183, 0.3125, 0.2857]}, {\"label\": \"crops\", \"bbox\": [0.1116, 0.9241, 0.2277, 0.9688]}, {\"label\": \"crops\", \"bbox\": [0.6027, 0.1518, 0.6741, 0.2321]}, {\"label\": \"crops\", \"bbox\": [0.3482, 0.567, 0.4152, 0.6384]}, {\"label\": \"crops\", \"bbox\": [0.8527, 0.3527, 0.933, 0.4152]}, {\"label\": \"crops\", \"bbox\": [0.6473, 0.1875, 0.7634, 0.2902]}, {\"label\": \"crops\", \"bbox\": [0.8973, 0.2321, 0.9777, 0.2812]}, {\"label\": \"crops\", \"bbox\": [0.567, 0.0938, 0.6295, 0.1562]}, {\"label\": \"crops\", \"bbox\": [0.375, 0.6964, 0.4464, 0.7723]}, {\"label\": \"crops\", \"bbox\": [0.1875, 0.125, 0.2455, 0.1875]}, {\"label\": \"crops\", \"bbox\": [0.7545, 0.3705, 0.8036, 0.4375]}, {\"label\": \"crops\", \"bbox\": [0.1116, 0.5982, 0.1652, 0.6607]}, {\"label\": \"crops\", \"bbox\": [0.0134, 0.317, 0.0759, 0.3973]}, {\"label\": \"crops\", \"bbox\": [0.4955, 0.8125, 0.558, 0.8616]}, {\"label\": \"crops\", \"bbox\": [0.933, 0.4241, 0.9777, 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\"shrub_and_scrub\", \"bbox\": [0.2321, 0.1696, 0.2857, 0.2411]}, {\"label\": \"built\", \"bbox\": [0.3125, 0.3259, 0.5179, 0.7143]}, {\"label\": \"built\", \"bbox\": [0.442, 0.5536, 0.6429, 0.8661]}, {\"label\": \"built\", \"bbox\": [0.0, 0.6116, 0.1205, 0.7009]}, {\"label\": \"built\", \"bbox\": [0.6696, 0.2366, 0.7723, 0.3482]}, {\"label\": \"built\", \"bbox\": [0.0625, 0.0223, 0.183, 0.1071]}, {\"label\": \"built\", \"bbox\": [0.8795, 0.433, 0.9777, 0.5357]}, {\"label\": \"built\", \"bbox\": [0.4509, 0.067, 0.567, 0.1518]}, {\"label\": \"built\", \"bbox\": [0.0, 0.4866, 0.067, 0.5625]}, {\"label\": \"built\", \"bbox\": [0.0, 0.1071, 0.058, 0.1696]}, {\"label\": \"built\", \"bbox\": [0.2723, 0.2232, 0.3438, 0.2902]}, {\"label\": \"built\", \"bbox\": [0.1295, 0.2589, 0.2098, 0.3214]}, {\"label\": \"built\", \"bbox\": [0.0, 0.2232, 0.0312, 0.2768]}, {\"label\": \"built\", \"bbox\": [0.567, 0.6295, 0.6071, 0.683]}, {\"label\": \"built\", \"bbox\": [0.0, 0.3527, 0.0312, 0.3884]}, {\"label\": \"built\", \"bbox\": [0.8125, 0.8616, 0.8393, 0.9152]}, {\"label\": \"built\", \"bbox\": [0.0848, 0.2054, 0.1205, 0.2366]}, {\"label\": \"built\", \"bbox\": [0.4732, 0.0134, 0.5045, 0.0491]}, {\"label\": \"built\", \"bbox\": [0.2277, 0.1562, 0.2545, 0.1786]}, {\"label\": \"built\", \"bbox\": [0.3482, 0.5536, 0.375, 0.5848]}, {\"label\": \"built\", \"bbox\": [0.6384, 0.7455, 0.6696, 0.7768]}, {\"label\": \"built\", \"bbox\": [0.7679, 0.8393, 0.808, 0.8571]}, {\"label\": \"built\", \"bbox\": [0.6161, 0.8839, 0.6384, 0.9152]}, {\"label\": \"built\", \"bbox\": [0.2188, 0.7723, 0.2366, 0.7991]}, {\"label\": \"bare_ground\", \"bbox\": [0.0, 0.6562, 0.2812, 0.9241]}, {\"label\": \"bare_ground\", \"bbox\": [0.5848, 0.2366, 0.9777, 0.7098]}, {\"label\": \"bare_ground\", \"bbox\": [0.1875, 0.3973, 0.3438, 0.5223]}, {\"label\": \"bare_ground\", \"bbox\": [0.2455, 0.317, 0.3438, 0.3884]}, {\"label\": \"bare_ground\", \"bbox\": [0.0491, 0.3259, 0.1071, 0.4375]}, {\"label\": \"bare_ground\", \"bbox\": [0.1027, 0.3661, 0.192, 0.4018]}, {\"label\": \"bare_ground\", \"bbox\": [0.25, 0.6964, 0.308, 0.7366]}, {\"label\": \"bare_ground\", \"bbox\": [0.0446, 0.2321, 0.0938, 0.2768]}, {\"label\": \"bare_ground\", \"bbox\": [0.0938, 0.5625, 0.1518, 0.6071]}, {\"label\": \"bare_ground\", \"bbox\": [0.2366, 0.5625, 0.2812, 0.6071]}, {\"label\": \"bare_ground\", \"bbox\": [0.1295, 0.5179, 0.1875, 0.567]}, {\"label\": \"bare_ground\", \"bbox\": [0.5446, 0.6429, 0.5848, 0.6875]}, {\"label\": \"bare_ground\", \"bbox\": [0.6875, 0.1875, 0.7321, 0.2277]}, {\"label\": \"bare_ground\", \"bbox\": [0.3393, 0.375, 0.3839, 0.4062]}, {\"label\": \"bare_ground\", \"bbox\": [0.2232, 0.9107, 0.2545, 0.9464]}, {\"label\": \"bare_ground\", \"bbox\": [0.0134, 0.2902, 0.0491, 0.3214]}, {\"label\": \"bare_ground\", \"bbox\": [0.8125, 0.3616, 0.8527, 0.3929]}, {\"label\": \"bare_ground\", \"bbox\": [0.8214, 0.0982, 0.8705, 0.1295]}, {\"label\": \"bare_ground\", \"bbox\": [0.5491, 0.5938, 0.5848, 0.6205]}, {\"label\": \"bare_ground\", \"bbox\": [0.7545, 0.2366, 0.7902, 0.2589]}, {\"label\": \"bare_ground\", \"bbox\": [0.9286, 0.4107, 0.9509, 0.433]}, {\"label\": \"bare_ground\", \"bbox\": [0.3482, 0.5223, 0.3795, 0.5357]}, {\"label\": \"bare_ground\", \"bbox\": [0.5223, 0.0893, 0.5446, 0.1071]}, {\"label\": \"bare_ground\", \"bbox\": [0.4955, 0.1562, 0.5402, 0.1964]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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 37.9% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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\": [0.4777, 0.0, 0.9777, 0.2857]}, {\"label\": \"trees\", \"bbox\": [0.0982, 0.3616, 0.442, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.5402, 0.6652, 0.9777, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.7188, 0.2411, 0.9777, 0.5357]}, {\"label\": \"trees\", \"bbox\": [0.2768, 0.817, 0.6518, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.1518, 0.3884, 0.3661]}, {\"label\": \"trees\", \"bbox\": [0.3929, 0.0, 0.4777, 0.0759]}, {\"label\": \"trees\", \"bbox\": [0.0357, 0.5312, 0.1161, 0.6339]}, {\"label\": \"trees\", \"bbox\": [0.2679, 0.3616, 0.3839, 0.433]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.9241, 0.0804, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.375, 0.0446, 0.4866]}, {\"label\": \"trees\", \"bbox\": [0.1518, 0.8839, 0.2188, 0.933]}, {\"label\": \"trees\", \"bbox\": [0.2098, 0.7009, 0.2589, 0.7411]}, {\"label\": \"trees\", \"bbox\": [0.9018, 0.4152, 0.9464, 0.4821]}, {\"label\": \"trees\", \"bbox\": [0.1875, 0.1696, 0.2321, 0.2188]}, {\"label\": \"trees\", \"bbox\": [0.1741, 0.0982, 0.2232, 0.1607]}, {\"label\": \"trees\", \"bbox\": [0.067, 0.0179, 0.1205, 0.0446]}, {\"label\": \"trees\", \"bbox\": [0.0625, 0.0938, 0.1161, 0.1384]}, {\"label\": \"trees\", \"bbox\": [0.4062, 0.7054, 0.4509, 0.7411]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.7321, 0.0223, 0.7812]}, {\"label\": \"trees\", \"bbox\": [0.1607, 0.5848, 0.192, 0.6295]}, {\"label\": \"trees\", \"bbox\": [0.5312, 0.7991, 0.558, 0.8393]}, {\"label\": \"trees\", \"bbox\": [0.0268, 0.0, 0.0714, 0.0357]}, {\"label\": \"trees\", \"bbox\": [0.2009, 0.3125, 0.2277, 0.3482]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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 share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **crops** accounts for about 17.6% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"crops\", \"bbox\": [0.5491, 0.6027, 0.9509, 0.8438]}, {\"label\": \"crops\", \"bbox\": [0.2009, 0.7366, 0.375, 0.933]}, {\"label\": \"crops\", \"bbox\": [0.0759, 0.0625, 0.2009, 0.1696]}, {\"label\": \"crops\", \"bbox\": [0.7679, 0.1741, 0.8839, 0.2545]}, {\"label\": \"crops\", \"bbox\": [0.5, 0.692, 0.6161, 0.7723]}, {\"label\": \"crops\", \"bbox\": [0.0045, 0.0, 0.1518, 0.0982]}, {\"label\": \"crops\", \"bbox\": [0.2143, 0.183, 0.3125, 0.2857]}, {\"label\": \"crops\", \"bbox\": [0.1116, 0.9241, 0.2277, 0.9688]}, {\"label\": \"crops\", \"bbox\": [0.6027, 0.1518, 0.6741, 0.2321]}, {\"label\": \"crops\", \"bbox\": [0.3482, 0.567, 0.4152, 0.6384]}, {\"label\": \"crops\", \"bbox\": [0.8527, 0.3527, 0.933, 0.4152]}, {\"label\": \"crops\", \"bbox\": [0.6473, 0.1875, 0.7634, 0.2902]}, {\"label\": \"crops\", \"bbox\": [0.8973, 0.2321, 0.9777, 0.2812]}, {\"label\": \"crops\", \"bbox\": [0.567, 0.0938, 0.6295, 0.1562]}, {\"label\": \"crops\", \"bbox\": [0.375, 0.6964, 0.4464, 0.7723]}, {\"label\": \"crops\", \"bbox\": [0.1875, 0.125, 0.2455, 0.1875]}, {\"label\": \"crops\", \"bbox\": [0.7545, 0.3705, 0.8036, 0.4375]}, {\"label\": \"crops\", \"bbox\": [0.1116, 0.5982, 0.1652, 0.6607]}, {\"label\": \"crops\", \"bbox\": [0.0134, 0.317, 0.0759, 0.3973]}, {\"label\": \"crops\", \"bbox\": [0.4955, 0.8125, 0.558, 0.8616]}, {\"label\": \"crops\", \"bbox\": [0.933, 0.4241, 0.9777, 0.4643]}, {\"label\": \"crops\", \"bbox\": [0.1875, 0.6116, 0.2366, 0.683]}, {\"label\": \"crops\", \"bbox\": [0.2634, 0.6295, 0.317, 0.6875]}, {\"label\": \"crops\", \"bbox\": [0.0804, 0.3214, 0.1384, 0.3929]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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 16.4% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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, 0.6562, 0.2812, 0.9241]}, {\"label\": \"bare_ground\", \"bbox\": [0.5848, 0.2366, 0.9777, 0.7098]}, {\"label\": \"bare_ground\", \"bbox\": [0.1875, 0.3973, 0.3438, 0.5223]}, {\"label\": \"bare_ground\", \"bbox\": [0.2455, 0.317, 0.3438, 0.3884]}, {\"label\": \"bare_ground\", \"bbox\": [0.0491, 0.3259, 0.1071, 0.4375]}, {\"label\": \"bare_ground\", \"bbox\": [0.1027, 0.3661, 0.192, 0.4018]}, {\"label\": \"bare_ground\", \"bbox\": [0.25, 0.6964, 0.308, 0.7366]}, {\"label\": \"bare_ground\", \"bbox\": [0.0446, 0.2321, 0.0938, 0.2768]}, {\"label\": \"bare_ground\", \"bbox\": [0.0938, 0.5625, 0.1518, 0.6071]}, {\"label\": \"bare_ground\", \"bbox\": [0.2366, 0.5625, 0.2812, 0.6071]}, {\"label\": \"bare_ground\", \"bbox\": [0.1295, 0.5179, 0.1875, 0.567]}, {\"label\": \"bare_ground\", \"bbox\": [0.5446, 0.6429, 0.5848, 0.6875]}, {\"label\": \"bare_ground\", \"bbox\": [0.6875, 0.1875, 0.7321, 0.2277]}, {\"label\": \"bare_ground\", \"bbox\": [0.3393, 0.375, 0.3839, 0.4062]}, {\"label\": \"bare_ground\", \"bbox\": [0.2232, 0.9107, 0.2545, 0.9464]}, {\"label\": \"bare_ground\", \"bbox\": [0.0134, 0.2902, 0.0491, 0.3214]}, {\"label\": \"bare_ground\", \"bbox\": [0.8125, 0.3616, 0.8527, 0.3929]}, {\"label\": \"bare_ground\", \"bbox\": [0.8214, 0.0982, 0.8705, 0.1295]}, {\"label\": \"bare_ground\", \"bbox\": [0.5491, 0.5938, 0.5848, 0.6205]}, {\"label\": \"bare_ground\", \"bbox\": [0.7545, 0.2366, 0.7902, 0.2589]}, {\"label\": \"bare_ground\", \"bbox\": [0.9286, 0.4107, 0.9509, 0.433]}, {\"label\": \"bare_ground\", \"bbox\": [0.3482, 0.5223, 0.3795, 0.5357]}, {\"label\": \"bare_ground\", \"bbox\": [0.5223, 0.0893, 0.5446, 0.1071]}, {\"label\": \"bare_ground\", \"bbox\": [0.4955, 0.1562, 0.5402, 0.1964]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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 12.9% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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\": [0.0714, 0.4598, 0.2634, 0.6161]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6384, 0.0491, 0.75, 0.1607]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5, 0.0089, 0.5714, 0.1205]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.3929, 0.1161, 0.4688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0268, 0.8661, 0.1339, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3973, 0.9152, 0.4955, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6116, 0.8438, 0.6696, 0.9643]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8438, 0.1652, 0.933, 0.2723]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1696, 0.3214, 0.2768, 0.3973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2589, 0.4643, 0.3214, 0.5402]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.692, 0.0536, 0.8036]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5089, 0.5268, 0.6161, 0.6027]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1964, 0.4152, 0.2589, 0.5045]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3348, 0.5223, 0.3973, 0.5714]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7366, 0.9241, 0.808, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8482, 0.0, 0.8973, 0.0714]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2589, 0.7232, 0.3616, 0.7589]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.058, 0.2321, 0.1071, 0.3214]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6875, 0.7812, 0.7411, 0.817]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.125, 0.6295, 0.1964, 0.683]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8616, 0.4107, 0.8973, 0.4732]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4196, 0.7991, 0.4554, 0.8705]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.942, 0.0045, 0.9777, 0.0536]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2321, 0.1696, 0.2857, 0.2411]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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 12.6% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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\": [0.3125, 0.3259, 0.5179, 0.7143]}, {\"label\": \"built\", \"bbox\": [0.442, 0.5536, 0.6429, 0.8661]}, {\"label\": \"built\", \"bbox\": [0.0, 0.6116, 0.1205, 0.7009]}, {\"label\": \"built\", \"bbox\": [0.6696, 0.2366, 0.7723, 0.3482]}, {\"label\": \"built\", \"bbox\": [0.0625, 0.0223, 0.183, 0.1071]}, {\"label\": \"built\", \"bbox\": [0.8795, 0.433, 0.9777, 0.5357]}, {\"label\": \"built\", \"bbox\": [0.4509, 0.067, 0.567, 0.1518]}, {\"label\": \"built\", \"bbox\": [0.0, 0.4866, 0.067, 0.5625]}, {\"label\": \"built\", \"bbox\": [0.0, 0.1071, 0.058, 0.1696]}, {\"label\": \"built\", \"bbox\": [0.2723, 0.2232, 0.3438, 0.2902]}, {\"label\": \"built\", \"bbox\": [0.1295, 0.2589, 0.2098, 0.3214]}, {\"label\": \"built\", \"bbox\": [0.0, 0.2232, 0.0312, 0.2768]}, {\"label\": \"built\", \"bbox\": [0.567, 0.6295, 0.6071, 0.683]}, {\"label\": \"built\", \"bbox\": [0.0, 0.3527, 0.0312, 0.3884]}, {\"label\": \"built\", \"bbox\": [0.8125, 0.8616, 0.8393, 0.9152]}, {\"label\": \"built\", \"bbox\": [0.0848, 0.2054, 0.1205, 0.2366]}, {\"label\": \"built\", \"bbox\": [0.4732, 0.0134, 0.5045, 0.0491]}, {\"label\": \"built\", \"bbox\": [0.2277, 0.1562, 0.2545, 0.1786]}, {\"label\": \"built\", \"bbox\": [0.3482, 0.5536, 0.375, 0.5848]}, {\"label\": \"built\", \"bbox\": [0.6384, 0.7455, 0.6696, 0.7768]}, {\"label\": \"built\", \"bbox\": [0.7679, 0.8393, 0.808, 0.8571]}, {\"label\": \"built\", \"bbox\": [0.6161, 0.8839, 0.6384, 0.9152]}, {\"label\": \"built\", \"bbox\": [0.2188, 0.7723, 0.2366, 0.7991]}]"}]}]}

data/validation.jsonl

@@ -9,3 +9,21 @@
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000001_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_000001_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\": [0.1696, 0.4866, 0.3393, 0.5893]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1562, 0.6295, 0.2812, 0.7411]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2812, 0.5982, 0.4062, 0.7545]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2946, 0.7054, 0.3616, 0.7723]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.6518, 0.7723, 0.7098, 0.8214]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1384, 0.5625, 0.183, 0.6161]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.933, 0.0357, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5759, 0.8348, 0.6384, 0.8839]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4732, 0.5268, 0.5179, 0.567]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3929, 0.5179, 0.4375, 0.5893]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.375, 0.5893, 0.4018, 0.6384]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.933, 0.1429, 0.9643, 0.1964]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3482, 0.4375, 0.3929, 0.4688]}]"}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000003.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 43.17614°, 145.50305°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: JP. Vicinity: 173 Ochiishinishi, Nemuro-shi, Hokkaidō 088-1781, Япония."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000008_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 55.00262°, 73.37898°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: RU. Vicinity: ulitsa Dekabristov, 141, Omsk, Omsk Oblast, Russia, 644046."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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 built (64.9%), trees (1.0%), bare_ground (0.6%), and snow_and_ice (0.6%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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\": [0.7723, 0.1071, 0.8259, 0.1964]}, {\"label\": \"trees\", \"bbox\": [0.0268, 0.2768, 0.0893, 0.3348]}, {\"label\": \"trees\", \"bbox\": [0.25, 0.9375, 0.3214, 0.9955]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.5312, 0.0402, 0.567]}, {\"label\": \"trees\", \"bbox\": [0.0938, 0.8259, 0.1429, 0.8839]}, {\"label\": \"trees\", \"bbox\": [0.0491, 0.7143, 0.0759, 0.7679]}, {\"label\": \"flooded_vegetation\", \"bbox\": [0.192, 0.8884, 0.2768, 0.9955]}, {\"label\": \"crops\", \"bbox\": [0.5938, 0.6339, 0.6696, 0.6786]}, {\"label\": \"crops\", \"bbox\": [0.7946, 0.1875, 0.8259, 0.2277]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0312, 0.5491, 0.0714, 0.5893]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.558, 0.2277, 0.5759, 0.2634]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.2589, 0.0134, 0.2946]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7946, 0.1741, 0.8259, 0.2098]}, {\"label\": \"built\", \"bbox\": [0.0, 0.0, 0.7098, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.7143, 0.0, 0.9955, 0.6473]}, {\"label\": \"built\", \"bbox\": [0.9107, 0.625, 0.9955, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.067, 0.7723, 0.2143, 0.9955]}, {\"label\": \"bare_ground\", \"bbox\": [0.6116, 0.6607, 0.6696, 0.7366]}, {\"label\": \"bare_ground\", \"bbox\": [0.5357, 0.7634, 0.5759, 0.7902]}, {\"label\": \"bare_ground\", \"bbox\": [0.0982, 0.6473, 0.1473, 0.7143]}, {\"label\": \"bare_ground\", \"bbox\": [0.2143, 0.808, 0.2411, 0.8348]}, {\"label\": \"bare_ground\", \"bbox\": [0.0312, 0.5848, 0.058, 0.6071]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.5179, 0.3527, 0.5848, 0.4152]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.6562, 0.7812, 0.7009, 0.8616]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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 94.8% of valid pixels, showing several separated patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000008_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, 0.0, 0.7098, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.7143, 0.0, 0.9955, 0.6473]}, {\"label\": \"built\", \"bbox\": [0.9107, 0.625, 0.9955, 0.9955]}, {\"label\": \"built\", \"bbox\": [0.067, 0.7723, 0.2143, 0.9955]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000010_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 17.65381°, 104.48091°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: TH. Vicinity: Rural Rd Nakhon Phanom 3023, Tambon Chai Buri, Amphoe Tha Uthen, Chang Wat Nakhon Phanom 48120, Thailand."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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 (39.6%), bare_ground (8.5%), crops (7.3%), and built (6.8%)."}]}]}
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Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"trees\", \"bbox\": [0.1027, 0.0, 0.9777, 0.7946]}, {\"label\": \"trees\", \"bbox\": [0.1786, 0.6741, 0.7188, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.8259, 0.2455, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.3438, 0.3482, 0.5536, 0.5402]}, {\"label\": \"trees\", \"bbox\": [0.6562, 0.5848, 0.808, 0.7009]}, {\"label\": \"trees\", \"bbox\": [0.0134, 0.0, 0.1027, 0.0804]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.7188, 0.067, 0.8482]}, {\"label\": \"trees\", \"bbox\": [0.7455, 0.9196, 0.8348, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.6205, 0.3929, 0.6786, 0.4598]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.5982, 0.0491, 0.692]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.4152, 0.0625, 0.5045]}, {\"label\": \"trees\", \"bbox\": [0.5268, 0.4241, 0.5714, 0.4866]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.5134, 0.0536, 0.5714]}, {\"label\": \"trees\", \"bbox\": 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\"bbox\": [0.8438, 0.6027, 0.8705, 0.6384]}, {\"label\": \"grass\", \"bbox\": [0.433, 0.3571, 0.4777, 0.3795]}, {\"label\": \"grass\", \"bbox\": [0.5848, 0.2679, 0.6205, 0.2902]}, {\"label\": \"grass\", \"bbox\": [0.5759, 0.1964, 0.6071, 0.2188]}, {\"label\": \"grass\", \"bbox\": [0.683, 0.2009, 0.7098, 0.2143]}, {\"label\": \"crops\", \"bbox\": [0.1741, 0.6116, 0.5759, 0.8527]}, {\"label\": \"crops\", \"bbox\": [0.3929, 0.1786, 0.5089, 0.2589]}, {\"label\": \"crops\", \"bbox\": [0.125, 0.683, 0.2411, 0.7768]}, {\"label\": \"crops\", \"bbox\": [0.2277, 0.1562, 0.2991, 0.2366]}, {\"label\": \"crops\", \"bbox\": [0.4821, 0.3571, 0.558, 0.4196]}, {\"label\": \"crops\", \"bbox\": [0.2723, 0.1964, 0.3884, 0.2991]}, {\"label\": \"crops\", \"bbox\": [0.192, 0.1027, 0.2545, 0.1652]}, {\"label\": \"crops\", \"bbox\": [0.7991, 0.5848, 0.8705, 0.6786]}, {\"label\": \"crops\", \"bbox\": [0.5223, 0.2366, 0.5804, 0.2902]}, {\"label\": \"crops\", \"bbox\": [0.0, 0.7009, 0.0714, 0.7768]}, {\"label\": \"crops\", \"bbox\": [0.3795, 0.375, 0.4286, 0.4464]}, {\"label\": \"crops\", \"bbox\": [0.7991, 0.6786, 0.8482, 0.7277]}, {\"label\": \"crops\", \"bbox\": [0.558, 0.4286, 0.6116, 0.4732]}, {\"label\": \"crops\", \"bbox\": [0.6116, 0.375, 0.683, 0.4152]}, {\"label\": \"crops\", \"bbox\": [0.1205, 0.8214, 0.183, 0.8661]}, {\"label\": \"crops\", \"bbox\": [0.0, 0.5714, 0.0402, 0.6473]}, {\"label\": \"crops\", \"bbox\": [0.0089, 0.4955, 0.058, 0.5446]}, {\"label\": \"crops\", \"bbox\": [0.2634, 0.8438, 0.317, 0.8884]}, {\"label\": \"crops\", \"bbox\": [0.3527, 0.4375, 0.3929, 0.4821]}, {\"label\": \"crops\", \"bbox\": [0.0893, 0.0536, 0.1429, 0.0938]}, {\"label\": \"crops\", \"bbox\": [0.5045, 0.4777, 0.558, 0.5223]}, {\"label\": \"crops\", \"bbox\": [0.5714, 0.5357, 0.6205, 0.5759]}, {\"label\": \"crops\", \"bbox\": [0.9241, 0.7946, 0.9643, 0.8259]}, {\"label\": \"crops\", \"bbox\": [0.6295, 0.5804, 0.6741, 0.6161]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2634, 0.0536, 0.375, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.683, 0.3705, 0.7679, 0.4821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.125, 0.0134, 0.1964, 0.125]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0268, 0.9196, 0.1205, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4732, 0.1696, 0.558, 0.2768]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2321, 0.8482, 0.2946, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.875, 0.1964, 0.9777, 0.3393]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7991, 0.6339, 0.8839, 0.7321]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8616, 0.5938, 0.9062, 0.6696]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1339, 0.5312, 0.2411, 0.6071]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9241, 0.7188, 0.9777, 0.7946]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4732, 0.0, 0.5223, 0.0759]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5625, 0.2277, 0.6473, 0.2812]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7411, 0.5491, 0.8125, 0.6027]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3125, 0.7857, 0.3661, 0.8259]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3616, 0.9286, 0.433, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5714, 0.1696, 0.625, 0.2098]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4866, 0.4196, 0.5223, 0.4821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0446, 0.8036, 0.0759, 0.875]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.567, 0.0089, 0.6027, 0.058]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.625, 0.2054, 0.6696, 0.2411]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3705, 0.1562, 0.433, 0.183]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.5268, 0.0223, 0.5759]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3259, 0.7232, 0.3884, 0.7679]}, {\"label\": \"built\", \"bbox\": [0.067, 0.558, 0.2679, 0.8705]}, {\"label\": \"built\", \"bbox\": [0.0, 0.3527, 0.1429, 0.7188]}, {\"label\": \"built\", \"bbox\": [0.5045, 0.4375, 0.7054, 0.5938]}, {\"label\": \"built\", \"bbox\": [0.2946, 0.2455, 0.3973, 0.3571]}, {\"label\": \"built\", \"bbox\": [0.0714, 0.0714, 0.192, 0.1562]}, {\"label\": \"built\", \"bbox\": [0.192, 0.6384, 0.2321, 0.692]}, {\"label\": \"built\", \"bbox\": [0.4375, 0.8705, 0.4643, 0.9196]}, {\"label\": \"built\", \"bbox\": [0.7098, 0.9018, 0.7679, 0.9196]}, {\"label\": \"built\", \"bbox\": [0.0982, 0.0179, 0.1295, 0.058]}, {\"label\": \"built\", \"bbox\": [0.2634, 0.75, 0.2946, 0.7812]}, {\"label\": \"built\", \"bbox\": [0.2411, 0.8884, 0.2634, 0.9196]}, {\"label\": \"built\", \"bbox\": [0.3929, 0.8438, 0.433, 0.8616]}, {\"label\": \"bare_ground\", \"bbox\": [0.2143, 0.2455, 0.9777, 0.8795]}, {\"label\": \"bare_ground\", \"bbox\": [0.6116, 0.4598, 0.7098, 0.5268]}, {\"label\": \"bare_ground\", \"bbox\": [0.7054, 0.5446, 0.7768, 0.5893]}, {\"label\": \"bare_ground\", \"bbox\": [0.1696, 0.6518, 0.2098, 0.692]}, {\"label\": \"bare_ground\", \"bbox\": [0.7143, 0.9241, 0.7634, 0.9688]}, {\"label\": \"bare_ground\", \"bbox\": [0.3125, 0.192, 0.3571, 0.2366]}, {\"label\": \"bare_ground\", \"bbox\": [0.4375, 0.3661, 0.4777, 0.4018]}, {\"label\": \"bare_ground\", \"bbox\": [0.4464, 0.1027, 0.4955, 0.1339]}, {\"label\": \"bare_ground\", \"bbox\": [0.1696, 0.5982, 0.2054, 0.625]}, {\"label\": \"bare_ground\", \"bbox\": [0.3795, 0.2411, 0.4152, 0.2634]}, {\"label\": \"bare_ground\", \"bbox\": [0.1473, 0.0938, 0.1696, 0.1161]}, {\"label\": \"bare_ground\", \"bbox\": [0.1205, 0.1607, 0.1652, 0.2009]}, {\"label\": \"bare_ground\", \"bbox\": [0.5536, 0.4196, 0.5759, 0.4375]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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 53.6% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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\": [0.1027, 0.0, 0.9777, 0.7946]}, {\"label\": \"trees\", \"bbox\": [0.1786, 0.6741, 0.7188, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.8259, 0.2455, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.3438, 0.3482, 0.5536, 0.5402]}, {\"label\": \"trees\", \"bbox\": [0.6562, 0.5848, 0.808, 0.7009]}, {\"label\": \"trees\", \"bbox\": [0.0134, 0.0, 0.1027, 0.0804]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.7188, 0.067, 0.8482]}, {\"label\": \"trees\", \"bbox\": [0.7455, 0.9196, 0.8348, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.6205, 0.3929, 0.6786, 0.4598]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.5982, 0.0491, 0.692]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.4152, 0.0625, 0.5045]}, {\"label\": \"trees\", \"bbox\": [0.5268, 0.4241, 0.5714, 0.4866]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.5134, 0.0536, 0.5714]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.9286, 0.0312, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.0312, 0.7098, 0.0759, 0.7455]}, {\"label\": \"trees\", \"bbox\": [0.1562, 0.808, 0.183, 0.8438]}, {\"label\": \"trees\", \"bbox\": [0.3259, 0.2411, 0.3616, 0.2634]}, {\"label\": \"trees\", \"bbox\": [0.2812, 0.2902, 0.3036, 0.3125]}, {\"label\": \"trees\", \"bbox\": [0.2857, 0.2277, 0.308, 0.25]}, {\"label\": \"trees\", \"bbox\": [0.8438, 0.9554, 0.8884, 0.9688]}, {\"label\": \"trees\", \"bbox\": [0.2768, 0.1875, 0.2946, 0.2098]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_g001_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 11.7% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_g001_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\": [0.2143, 0.2455, 0.9777, 0.8795]}, {\"label\": \"bare_ground\", \"bbox\": [0.6116, 0.4598, 0.7098, 0.5268]}, {\"label\": \"bare_ground\", \"bbox\": [0.7054, 0.5446, 0.7768, 0.5893]}, {\"label\": \"bare_ground\", \"bbox\": [0.1696, 0.6518, 0.2098, 0.692]}, {\"label\": \"bare_ground\", \"bbox\": [0.7143, 0.9241, 0.7634, 0.9688]}, {\"label\": \"bare_ground\", \"bbox\": [0.3125, 0.192, 0.3571, 0.2366]}, {\"label\": \"bare_ground\", \"bbox\": [0.4375, 0.3661, 0.4777, 0.4018]}, {\"label\": \"bare_ground\", \"bbox\": [0.4464, 0.1027, 0.4955, 0.1339]}, {\"label\": \"bare_ground\", \"bbox\": [0.1696, 0.5982, 0.2054, 0.625]}, {\"label\": \"bare_ground\", \"bbox\": [0.3795, 0.2411, 0.4152, 0.2634]}, {\"label\": \"bare_ground\", \"bbox\": [0.1473, 0.0938, 0.1696, 0.1161]}, {\"label\": \"bare_ground\", \"bbox\": [0.1205, 0.1607, 0.1652, 0.2009]}, {\"label\": \"bare_ground\", \"bbox\": [0.5536, 0.4196, 0.5759, 0.4375]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_g001_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 share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **crops** accounts for about 11.6% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_g001_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\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"crops\", \"bbox\": [0.1741, 0.6116, 0.5759, 0.8527]}, {\"label\": \"crops\", \"bbox\": [0.3929, 0.1786, 0.5089, 0.2589]}, {\"label\": \"crops\", \"bbox\": [0.125, 0.683, 0.2411, 0.7768]}, {\"label\": \"crops\", \"bbox\": [0.2277, 0.1562, 0.2991, 0.2366]}, {\"label\": \"crops\", \"bbox\": [0.4821, 0.3571, 0.558, 0.4196]}, {\"label\": \"crops\", \"bbox\": [0.2723, 0.1964, 0.3884, 0.2991]}, {\"label\": \"crops\", \"bbox\": [0.192, 0.1027, 0.2545, 0.1652]}, {\"label\": \"crops\", \"bbox\": [0.7991, 0.5848, 0.8705, 0.6786]}, {\"label\": \"crops\", \"bbox\": [0.5223, 0.2366, 0.5804, 0.2902]}, {\"label\": \"crops\", \"bbox\": [0.0, 0.7009, 0.0714, 0.7768]}, {\"label\": \"crops\", \"bbox\": [0.3795, 0.375, 0.4286, 0.4464]}, {\"label\": \"crops\", \"bbox\": [0.7991, 0.6786, 0.8482, 0.7277]}, {\"label\": \"crops\", \"bbox\": [0.558, 0.4286, 0.6116, 0.4732]}, {\"label\": \"crops\", \"bbox\": [0.6116, 0.375, 0.683, 0.4152]}, {\"label\": \"crops\", \"bbox\": [0.1205, 0.8214, 0.183, 0.8661]}, {\"label\": \"crops\", \"bbox\": [0.0, 0.5714, 0.0402, 0.6473]}, {\"label\": \"crops\", \"bbox\": [0.0089, 0.4955, 0.058, 0.5446]}, {\"label\": \"crops\", \"bbox\": [0.2634, 0.8438, 0.317, 0.8884]}, {\"label\": \"crops\", \"bbox\": [0.3527, 0.4375, 0.3929, 0.4821]}, {\"label\": \"crops\", \"bbox\": [0.0893, 0.0536, 0.1429, 0.0938]}, {\"label\": \"crops\", \"bbox\": [0.5045, 0.4777, 0.558, 0.5223]}, {\"label\": \"crops\", \"bbox\": [0.5714, 0.5357, 0.6205, 0.5759]}, {\"label\": \"crops\", \"bbox\": [0.9241, 0.7946, 0.9643, 0.8259]}, {\"label\": \"crops\", \"bbox\": [0.6295, 0.5804, 0.6741, 0.6161]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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 10.7% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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\": [0.2634, 0.0536, 0.375, 0.1652]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.683, 0.3705, 0.7679, 0.4821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.125, 0.0134, 0.1964, 0.125]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0268, 0.9196, 0.1205, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4732, 0.1696, 0.558, 0.2768]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2321, 0.8482, 0.2946, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.875, 0.1964, 0.9777, 0.3393]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7991, 0.6339, 0.8839, 0.7321]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.8616, 0.5938, 0.9062, 0.6696]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1339, 0.5312, 0.2411, 0.6071]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.9241, 0.7188, 0.9777, 0.7946]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4732, 0.0, 0.5223, 0.0759]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5625, 0.2277, 0.6473, 0.2812]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.7411, 0.5491, 0.8125, 0.6027]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3125, 0.7857, 0.3661, 0.8259]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3616, 0.9286, 0.433, 0.9688]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5714, 0.1696, 0.625, 0.2098]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.4866, 0.4196, 0.5223, 0.4821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0446, 0.8036, 0.0759, 0.875]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.567, 0.0089, 0.6027, 0.058]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.625, 0.2054, 0.6696, 0.2411]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3705, 0.1562, 0.433, 0.183]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.5268, 0.0223, 0.5759]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3259, 0.7232, 0.3884, 0.7679]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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 9.3% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000010_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\": [0.067, 0.558, 0.2679, 0.8705]}, {\"label\": \"built\", \"bbox\": [0.0, 0.3527, 0.1429, 0.7188]}, {\"label\": \"built\", \"bbox\": [0.5045, 0.4375, 0.7054, 0.5938]}, {\"label\": \"built\", \"bbox\": [0.2946, 0.2455, 0.3973, 0.3571]}, {\"label\": \"built\", \"bbox\": [0.0714, 0.0714, 0.192, 0.1562]}, {\"label\": \"built\", \"bbox\": [0.192, 0.6384, 0.2321, 0.692]}, {\"label\": \"built\", \"bbox\": [0.4375, 0.8705, 0.4643, 0.9196]}, {\"label\": \"built\", \"bbox\": [0.7098, 0.9018, 0.7679, 0.9196]}, {\"label\": \"built\", \"bbox\": [0.0982, 0.0179, 0.1295, 0.058]}, {\"label\": \"built\", \"bbox\": [0.2634, 0.75, 0.2946, 0.7812]}, {\"label\": \"built\", \"bbox\": [0.2411, 0.8884, 0.2634, 0.9196]}, {\"label\": \"built\", \"bbox\": [0.3929, 0.8438, 0.433, 0.8616]}]"}]}]}

metadata/poi_000008_g001_t0000.json

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+{
+  "poi_id": "poi_000008_g001",
+  "split": "train",
+  "bbox_wgs84": [
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+  "longitude": 73.42262391084955,
+  "stac_item_id": "S2B_43UCA_20260416_0_L2A",
+  "stac_rgb_meta": {
+    "assets": [
+      "C:\\Users\\MeMyself\\nutonic\\data\\downloads\\lfm_vl_test_upload_work\\batch_00008\\poi_000008_g001\\sentinel-2-l2a\\S2B_43UCA_20260416_0_L2A\\visual.tif"
+    ],
+    "source": "visual_or_thumbnail"
+  },
+  "land_cover_label_meta": {
+    "ee_image_count": 4,
+    "download_url_host": "earthengine.googleapis.com",
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+    "src_crs": "EPSG:32643"
+  },
+  "grid": {
+    "crs": "EPSG:32643",
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+  "tile_origin_native": [
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+  "tile_stem": "poi_000008_g001_t0000",
+  "caption": "This satellite imagery is dominated by built (74.4%), trees (1.1%), shrub_and_scrub (0.9%), and bare_ground (0.7%).",
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+}

metadata/poi_000008_g002_t0000.json

@@ -0,0 +1,667 @@
+{
+  "poi_id": "poi_000008_g002",
+  "split": "test",
+  "bbox_wgs84": [
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+  "stac_item_id": "S2B_43UCA_20260416_0_L2A",
+  "stac_rgb_meta": {
+    "assets": [
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+    ],
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+  },
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+    "download_url_host": "earthengine.googleapis.com",
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+    "src_crs": "EPSG:32643"
+  },
+  "grid": {
+    "crs": "EPSG:32643",
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+  "tile_stem": "poi_000008_g002_t0000",
+  "caption": "This satellite imagery is dominated by built (59.9%), trees (2.9%), shrub_and_scrub (2.5%), and flooded_vegetation (2.4%).",
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metadata/poi_000008_g003_t0000.json

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metadata/poi_000008_t0000.json

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