Dataset sync from nutonic build

data/train.jsonl

@@ -106,3 +106,31 @@
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000004_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 -5.44764°, 71.84543°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: CA. Vicinity: Unnamed Road, Iqaluit, NU X0A, Canada."}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000004_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 -5.46152°, 71.83167°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: CA. Vicinity: Unnamed Road, Iqaluit, NU X0A, Canada."}]}]}
 {"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000004_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 -5.39153°, 71.82805°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: CA. Vicinity: Unnamed Road, Iqaluit, NU X0A, Canada."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000007.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 -19.75815°, 121.17296°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AU. Vicinity: Great Northern Highway, Eighty Mile Beach WA 6725, Australia."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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 shrub_and_scrub (43.4%), trees (15.2%), grass (6.3%), and crops (1.1%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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, 0.6964, 0.692, 0.9821]}, {\"label\": \"trees\", \"bbox\": [0.3036, 0.2232, 0.4464, 0.3705]}, {\"label\": \"trees\", \"bbox\": [0.0848, 0.567, 0.2009, 0.7098]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.4911, 0.1071, 0.6071]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.2188, 0.0625, 0.3482]}, {\"label\": \"trees\", \"bbox\": [0.0804, 0.0357, 0.1607, 0.1205]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.433, 0.0714, 0.5089]}, {\"label\": \"trees\", \"bbox\": [0.5848, 0.4375, 0.6473, 0.4955]}, {\"label\": \"trees\", \"bbox\": [0.0714, 0.308, 0.1205, 0.3482]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.6607, 0.0312, 0.7188]}, {\"label\": \"trees\", \"bbox\": [0.5759, 0.3304, 0.6161, 0.3705]}, {\"label\": \"trees\", \"bbox\": [0.3929, 0.75, 0.433, 0.7902]}, {\"label\": \"trees\", \"bbox\": [0.4688, 0.4643, 0.4955, 0.5]}, {\"label\": \"trees\", \"bbox\": [0.0491, 0.1696, 0.0804, 0.2054]}, {\"label\": \"trees\", \"bbox\": [0.2946, 0.1518, 0.3259, 0.183]}, {\"label\": \"trees\", \"bbox\": [0.6429, 0.3438, 0.6652, 0.3839]}, {\"label\": \"trees\", \"bbox\": [0.1652, 0.3929, 0.192, 0.4241]}, {\"label\": \"trees\", \"bbox\": [0.5312, 0.1696, 0.558, 0.1964]}, {\"label\": \"trees\", \"bbox\": [0.1875, 0.2679, 0.2188, 0.2857]}, {\"label\": \"trees\", \"bbox\": [0.317, 0.5, 0.3393, 0.5268]}, {\"label\": \"trees\", \"bbox\": [0.4866, 0.5804, 0.5179, 0.5938]}, {\"label\": \"grass\", \"bbox\": [0.2589, 0.5446, 0.433, 0.7455]}, {\"label\": \"grass\", \"bbox\": [0.4196, 0.6786, 0.6741, 0.8214]}, {\"label\": \"grass\", \"bbox\": [0.5491, 0.5357, 0.692, 0.6696]}, {\"label\": \"grass\", \"bbox\": [0.3214, 0.375, 0.4152, 0.4732]}, {\"label\": \"grass\", \"bbox\": [0.1875, 0.6875, 0.2455, 0.7545]}, {\"label\": \"grass\", \"bbox\": [0.2009, 0.0938, 0.2634, 0.1473]}, {\"label\": \"grass\", \"bbox\": [0.3527, 0.0134, 0.4152, 0.0491]}, {\"label\": \"grass\", \"bbox\": [0.4866, 0.5446, 0.5268, 0.5893]}, {\"label\": \"grass\", \"bbox\": [0.0848, 0.4152, 0.1205, 0.4554]}, {\"label\": \"grass\", \"bbox\": [0.2143, 0.25, 0.2902, 0.2902]}, {\"label\": \"grass\", \"bbox\": [0.2679, 0.3125, 0.2991, 0.3527]}, {\"label\": \"grass\", \"bbox\": [0.0134, 0.3393, 0.0536, 0.3795]}, {\"label\": \"crops\", \"bbox\": [0.4464, 0.4688, 0.5848, 0.5759]}, {\"label\": \"crops\", \"bbox\": [0.2455, 0.1384, 0.2902, 0.1652]}, {\"label\": \"crops\", \"bbox\": [0.2857, 0.3884, 0.3304, 0.4196]}, {\"label\": \"crops\", \"bbox\": [0.0312, 0.1652, 0.0714, 0.2143]}, {\"label\": \"crops\", \"bbox\": [0.2634, 0.2902, 0.3036, 0.308]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.0, 0.692, 0.9643]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1875, 0.8929, 0.3482, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0179, 0.9241, 0.1741, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1384, 0.7991, 0.2902, 0.8973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3125, 0.817, 0.4598, 0.9196]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5491, 0.942, 0.6875, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5357, 0.8661, 0.6071, 0.8973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2857, 0.8839, 0.3348, 0.9196]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5357, 0.7946, 0.567, 0.8214]}, {\"label\": \"bare_ground\", \"bbox\": [0.1696, 0.0134, 0.2366, 0.125]}, {\"label\": \"bare_ground\", \"bbox\": [0.625, 0.2143, 0.683, 0.2545]}, {\"label\": \"bare_ground\", \"bbox\": [0.3527, 0.067, 0.3973, 0.1161]}, {\"label\": \"bare_ground\", \"bbox\": [0.3527, 0.125, 0.3929, 0.1696]}, {\"label\": \"bare_ground\", \"bbox\": [0.2321, 0.558, 0.2589, 0.5893]}, {\"label\": \"bare_ground\", \"bbox\": [0.625, 0.0357, 0.6518, 0.067]}, {\"label\": \"bare_ground\", \"bbox\": [0.0, 0.0089, 0.0134, 0.0446]}, {\"label\": \"bare_ground\", \"bbox\": [0.4152, 0.0134, 0.442, 0.0312]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.2411, 0.6518, 0.2857, 0.7009]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.0, 0.0446, 0.0312, 0.067]}, {\"label\": \"snow_and_ice\", \"bbox\": [0.1875, 0.6518, 0.2098, 0.6741]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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 63.6% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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, 0.0, 0.692, 0.9643]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1875, 0.8929, 0.3482, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0179, 0.9241, 0.1741, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.1384, 0.7991, 0.2902, 0.8973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.3125, 0.817, 0.4598, 0.9196]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5491, 0.942, 0.6875, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5357, 0.8661, 0.6071, 0.8973]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2857, 0.8839, 0.3348, 0.9196]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.5357, 0.7946, 0.567, 0.8214]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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 22.8% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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, 0.6964, 0.692, 0.9821]}, {\"label\": \"trees\", \"bbox\": [0.3036, 0.2232, 0.4464, 0.3705]}, {\"label\": \"trees\", \"bbox\": [0.0848, 0.567, 0.2009, 0.7098]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.4911, 0.1071, 0.6071]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.2188, 0.0625, 0.3482]}, {\"label\": \"trees\", \"bbox\": [0.0804, 0.0357, 0.1607, 0.1205]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.433, 0.0714, 0.5089]}, {\"label\": \"trees\", \"bbox\": [0.5848, 0.4375, 0.6473, 0.4955]}, {\"label\": \"trees\", \"bbox\": [0.0714, 0.308, 0.1205, 0.3482]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.6607, 0.0312, 0.7188]}, {\"label\": \"trees\", \"bbox\": [0.5759, 0.3304, 0.6161, 0.3705]}, {\"label\": \"trees\", \"bbox\": [0.3929, 0.75, 0.433, 0.7902]}, {\"label\": \"trees\", \"bbox\": [0.4688, 0.4643, 0.4955, 0.5]}, {\"label\": \"trees\", \"bbox\": [0.0491, 0.1696, 0.0804, 0.2054]}, {\"label\": \"trees\", \"bbox\": [0.2946, 0.1518, 0.3259, 0.183]}, {\"label\": \"trees\", \"bbox\": [0.6429, 0.3438, 0.6652, 0.3839]}, {\"label\": \"trees\", \"bbox\": [0.1652, 0.3929, 0.192, 0.4241]}, {\"label\": \"trees\", \"bbox\": [0.5312, 0.1696, 0.558, 0.1964]}, {\"label\": \"trees\", \"bbox\": [0.1875, 0.2679, 0.2188, 0.2857]}, {\"label\": \"trees\", \"bbox\": [0.317, 0.5, 0.3393, 0.5268]}, {\"label\": \"trees\", \"bbox\": [0.4866, 0.5804, 0.5179, 0.5938]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **grass** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **grass** accounts for about 9.5% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the grass. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"grass\", \"bbox\": [0.2589, 0.5446, 0.433, 0.7455]}, {\"label\": \"grass\", \"bbox\": [0.4196, 0.6786, 0.6741, 0.8214]}, {\"label\": \"grass\", \"bbox\": [0.5491, 0.5357, 0.692, 0.6696]}, {\"label\": \"grass\", \"bbox\": [0.3214, 0.375, 0.4152, 0.4732]}, {\"label\": \"grass\", \"bbox\": [0.1875, 0.6875, 0.2455, 0.7545]}, {\"label\": \"grass\", \"bbox\": [0.2009, 0.0938, 0.2634, 0.1473]}, {\"label\": \"grass\", \"bbox\": [0.3527, 0.0134, 0.4152, 0.0491]}, {\"label\": \"grass\", \"bbox\": [0.4866, 0.5446, 0.5268, 0.5893]}, {\"label\": \"grass\", \"bbox\": [0.0848, 0.4152, 0.1205, 0.4554]}, {\"label\": \"grass\", \"bbox\": [0.2143, 0.25, 0.2902, 0.2902]}, {\"label\": \"grass\", \"bbox\": [0.2679, 0.3125, 0.2991, 0.3527]}, {\"label\": \"grass\", \"bbox\": [0.0134, 0.3393, 0.0536, 0.3795]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000007_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 -19.76088°, 121.18902°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AU. Vicinity: Great Northern Highway, Eighty Mile Beach WA 6725, Australia."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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 shrub_and_scrub (21.2%), trees (7.9%), grass (4.9%), and crops (0.7%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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\": [0.0, 0.7054, 0.3616, 0.9821]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.1696, 0.1161, 0.317]}, {\"label\": \"trees\", \"bbox\": [0.2545, 0.3839, 0.317, 0.442]}, {\"label\": \"trees\", \"bbox\": [0.2455, 0.2723, 0.2857, 0.3125]}, {\"label\": \"trees\", \"bbox\": [0.0625, 0.6964, 0.1071, 0.7366]}, {\"label\": \"trees\", \"bbox\": [0.1384, 0.4062, 0.1696, 0.4464]}, {\"label\": \"trees\", \"bbox\": [0.3125, 0.2857, 0.3393, 0.3259]}, {\"label\": \"trees\", \"bbox\": [0.2009, 0.1161, 0.2277, 0.1384]}, {\"label\": \"trees\", \"bbox\": [0.1562, 0.5223, 0.192, 0.5402]}, {\"label\": \"trees\", \"bbox\": [0.2009, 0.25, 0.2277, 0.2634]}, {\"label\": \"grass\", \"bbox\": [0.0759, 0.625, 0.3438, 0.7679]}, {\"label\": \"grass\", \"bbox\": [0.0, 0.4911, 0.1027, 0.692]}, {\"label\": \"grass\", \"bbox\": [0.2188, 0.4821, 0.3616, 0.6116]}, {\"label\": \"grass\", \"bbox\": [0.0, 0.317, 0.0848, 0.4196]}, {\"label\": \"grass\", \"bbox\": [0.1562, 0.4911, 0.1964, 0.5312]}, {\"label\": \"crops\", \"bbox\": [0.1161, 0.4152, 0.2545, 0.5]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.0, 0.3616, 0.9062]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2188, 0.8884, 0.3571, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.7634, 0.1295, 0.8661]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.8884, 0.0893, 0.9732]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2054, 0.8125, 0.25, 0.8438]}, {\"label\": \"bare_ground\", \"bbox\": [0.2946, 0.1562, 0.3527, 0.1964]}, {\"label\": \"bare_ground\", \"bbox\": [0.0179, 0.0089, 0.067, 0.058]}, {\"label\": \"bare_ground\", \"bbox\": [0.0223, 0.0714, 0.058, 0.1161]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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 59.5% of valid pixels, showing several separated patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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\": [0.0, 0.0, 0.3616, 0.9062]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2188, 0.8884, 0.3571, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.7634, 0.1295, 0.8661]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.8884, 0.0893, 0.9732]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.2054, 0.8125, 0.25, 0.8438]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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 22.5% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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\": [0.0, 0.7054, 0.3616, 0.9821]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.1696, 0.1161, 0.317]}, {\"label\": \"trees\", \"bbox\": [0.2545, 0.3839, 0.317, 0.442]}, {\"label\": \"trees\", \"bbox\": [0.2455, 0.2723, 0.2857, 0.3125]}, {\"label\": \"trees\", \"bbox\": [0.0625, 0.6964, 0.1071, 0.7366]}, {\"label\": \"trees\", \"bbox\": [0.1384, 0.4062, 0.1696, 0.4464]}, {\"label\": \"trees\", \"bbox\": [0.3125, 0.2857, 0.3393, 0.3259]}, {\"label\": \"trees\", \"bbox\": [0.2009, 0.1161, 0.2277, 0.1384]}, {\"label\": \"trees\", \"bbox\": [0.1562, 0.5223, 0.192, 0.5402]}, {\"label\": \"trees\", \"bbox\": [0.2009, 0.25, 0.2277, 0.2634]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **grass** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **grass** accounts for about 14.0% of valid pixels, showing several separated patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_g001_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the grass. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"grass\", \"bbox\": [0.0759, 0.625, 0.3438, 0.7679]}, {\"label\": \"grass\", \"bbox\": [0.0, 0.4911, 0.1027, 0.692]}, {\"label\": \"grass\", \"bbox\": [0.2188, 0.4821, 0.3616, 0.6116]}, {\"label\": \"grass\", \"bbox\": [0.0, 0.317, 0.0848, 0.4196]}, {\"label\": \"grass\", \"bbox\": [0.1562, 0.4911, 0.1964, 0.5312]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000007_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 -19.77793°, 121.18660°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AU. Vicinity: Great Northern Highway, Eighty Mile Beach WA 6725, Australia."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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 shrub_and_scrub (22.2%), trees (11.5%), grass (5.1%), and crops (0.7%)."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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\": [0.0, 0.3348, 0.4062, 0.808]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.5625, 0.1116, 0.7321]}, {\"label\": \"trees\", \"bbox\": [0.0223, 0.7679, 0.3036, 0.8616]}, {\"label\": \"trees\", \"bbox\": [0.2991, 0.0134, 0.3616, 0.0714]}, {\"label\": \"trees\", \"bbox\": [0.3839, 0.6786, 0.4062, 0.7679]}, {\"label\": \"trees\", \"bbox\": [0.1116, 0.3259, 0.1473, 0.3661]}, {\"label\": \"trees\", \"bbox\": [0.1875, 0.0402, 0.2143, 0.0759]}, {\"label\": \"trees\", \"bbox\": [0.2277, 0.9509, 0.2768, 0.9821]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.817, 0.0625, 0.8348]}, {\"label\": \"trees\", \"bbox\": [0.3214, 0.8482, 0.3482, 0.8795]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.8795, 0.0223, 0.9062]}, {\"label\": \"trees\", \"bbox\": [0.1652, 0.933, 0.2009, 0.9464]}, {\"label\": \"trees\", \"bbox\": [0.0312, 0.0759, 0.058, 0.1027]}, {\"label\": \"trees\", \"bbox\": [0.2009, 0.1518, 0.2366, 0.1696]}, {\"label\": \"trees\", \"bbox\": [0.0491, 0.7366, 0.067, 0.7589]}, {\"label\": \"trees\", \"bbox\": [0.3259, 0.9688, 0.3571, 0.9821]}, {\"label\": \"grass\", \"bbox\": [0.1429, 0.2545, 0.3884, 0.3973]}, {\"label\": \"grass\", \"bbox\": [0.0, 0.1205, 0.1473, 0.3259]}, {\"label\": \"grass\", \"bbox\": [0.2634, 0.1116, 0.4062, 0.2411]}, {\"label\": \"grass\", \"bbox\": [0.0446, 0.0, 0.1295, 0.0491]}, {\"label\": \"grass\", \"bbox\": [0.2009, 0.1161, 0.2455, 0.1607]}, {\"label\": \"crops\", \"bbox\": [0.1607, 0.0491, 0.2991, 0.1295]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.5179, 0.4062, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.0, 0.4062, 0.5357]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0312, 0.3929, 0.1741, 0.4955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.1562, 0.0446, 0.2589]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.4598, 0.0491, 0.5]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.25, 0.4375, 0.2946, 0.4732]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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 55.4% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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\": [0.0, 0.5179, 0.4062, 0.9821]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.0, 0.4062, 0.5357]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0312, 0.3929, 0.1741, 0.4955]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.1562, 0.0446, 0.2589]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.0, 0.4598, 0.0491, 0.5]}, {\"label\": \"shrub_and_scrub\", \"bbox\": [0.25, 0.4375, 0.2946, 0.4732]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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 29.3% of valid pixels, showing many small fragments across the tile."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_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\": [0.0, 0.3348, 0.4062, 0.808]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.5625, 0.1116, 0.7321]}, {\"label\": \"trees\", \"bbox\": [0.0223, 0.7679, 0.3036, 0.8616]}, {\"label\": \"trees\", \"bbox\": [0.2991, 0.0134, 0.3616, 0.0714]}, {\"label\": \"trees\", \"bbox\": [0.3839, 0.6786, 0.4062, 0.7679]}, {\"label\": \"trees\", \"bbox\": [0.1116, 0.3259, 0.1473, 0.3661]}, {\"label\": \"trees\", \"bbox\": [0.1875, 0.0402, 0.2143, 0.0759]}, {\"label\": \"trees\", \"bbox\": [0.2277, 0.9509, 0.2768, 0.9821]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.817, 0.0625, 0.8348]}, {\"label\": \"trees\", \"bbox\": [0.3214, 0.8482, 0.3482, 0.8795]}, {\"label\": \"trees\", \"bbox\": [0.0, 0.8795, 0.0223, 0.9062]}, {\"label\": \"trees\", \"bbox\": [0.1652, 0.933, 0.2009, 0.9464]}, {\"label\": \"trees\", \"bbox\": [0.0312, 0.0759, 0.058, 0.1027]}, {\"label\": \"trees\", \"bbox\": [0.2009, 0.1518, 0.2366, 0.1696]}, {\"label\": \"trees\", \"bbox\": [0.0491, 0.7366, 0.067, 0.7589]}, {\"label\": \"trees\", \"bbox\": [0.3259, 0.9688, 0.3571, 0.9821]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_g002_t0000.png"}, {"type": "text", "text": "The input is satellite imagery with an aligned per-pixel land-cover label. Describe only **grass** in the imagery: approximate share of valid pixels and brief spatial layout."}]}, {"role": "assistant", "content": [{"type": "text", "text": "In this satellite imagery, **grass** accounts for about 13.0% of valid pixels, showing several separated patches."}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "images/poi_000007_g002_t0000.png"}, {"type": "text", "text": "The input is satellite imagery. Inspect it and detect the grass. Provide result as a valid JSON: [{\"label\": str, \"bbox\": [x1,y1,x2,y2]}, ...]. Coordinates must be normalized to 0-1."}]}, {"role": "assistant", "content": [{"type": "text", "text": "[{\"label\": \"grass\", \"bbox\": [0.1429, 0.2545, 0.3884, 0.3973]}, {\"label\": \"grass\", \"bbox\": [0.0, 0.1205, 0.1473, 0.3259]}, {\"label\": \"grass\", \"bbox\": [0.2634, 0.1116, 0.4062, 0.2411]}, {\"label\": \"grass\", \"bbox\": [0.0446, 0.0, 0.1295, 0.0491]}, {\"label\": \"grass\", \"bbox\": [0.2009, 0.1161, 0.2455, 0.1607]}]"}]}]}
+{"messages": [{"role": "user", "content": [{"type": "image", "image": "mapbox_stills/poi_000007_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 -19.77408°, 121.19750°. Pairs with satellite imagery and land-cover outputs from the same area. ISO country: AU. Vicinity: Great Northern Highway, Eighty Mile Beach WA 6725, Australia."}]}]}

metadata/poi_000007_g001_t0000.json

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+{
+  "poi_id": "poi_000007_g001",
+  "split": "train",
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+  "longitude": 121.18901689631448,
+  "stac_item_id": "S2C_51KTU_20260417_0_L2A",
+  "stac_rgb_meta": {
+    "assets": [
+      "C:\\Users\\MeMyself\\nutonic\\data\\downloads\\lfm_vl_test_upload_work\\batch_00007\\poi_000007_g001\\sentinel-2-l2a\\S2C_51KTU_20260417_0_L2A\\visual.tif"
+    ],
+    "source": "visual_or_thumbnail"
+  },
+  "land_cover_label_meta": {
+    "ee_image_count": 2,
+    "download_url_host": "earthengine.googleapis.com",
+    "src_shape": [
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+      507
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+    "src_crs": "EPSG:32751"
+  },
+  "grid": {
+    "crs": "EPSG:32751",
+    "width": 507,
+    "height": 504,
+    "transform": [
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+      307722.0663949271,
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+      -9.982686929829743,
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+  "tile_origin_native": [
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+  "tile_index": 0,
+  "tile_stem": "poi_000007_g001_t0000",
+  "caption": "This satellite imagery is dominated by shrub_and_scrub (21.2%), trees (7.9%), grass (4.9%), and crops (0.7%).",
+  "regions": [
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+}

metadata/poi_000007_g002_t0000.json

@@ -0,0 +1,368 @@
+{
+  "poi_id": "poi_000007_g002",
+  "split": "train",
+  "bbox_wgs84": [
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+    -19.800417539180685,
+    121.21049213612096,
+    -19.75545145888475
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+  "latitude": -19.777934499032717,
+  "longitude": 121.1865997092465,
+  "stac_item_id": "S2C_51KTU_20260417_0_L2A",
+  "stac_rgb_meta": {
+    "assets": [
+      "C:\\Users\\MeMyself\\nutonic\\data\\downloads\\lfm_vl_test_upload_work\\batch_00007\\poi_000007_g002\\sentinel-2-l2a\\S2C_51KTU_20260417_0_L2A\\visual.tif"
+    ],
+    "source": "visual_or_thumbnail"
+  },
+  "land_cover_label_meta": {
+    "ee_image_count": 2,
+    "download_url_host": "earthengine.googleapis.com",
+    "src_shape": [
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+    ],
+    "src_crs": "EPSG:32751"
+  },
+  "grid": {
+    "crs": "EPSG:32751",
+    "width": 507,
+    "height": 504,
+    "transform": [
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+      -9.982944218761524,
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+  "tile_origin_native": [
+    0,
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+  "tile_index": 0,
+  "tile_stem": "poi_000007_g002_t0000",
+  "caption": "This satellite imagery is dominated by shrub_and_scrub (22.2%), trees (11.5%), grass (5.1%), and crops (0.7%).",
+  "regions": [
+    {
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metadata/poi_000007_t0000.json

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