Geobase (code, datasets)

.gitattributes

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+datasets/geoai-cogs/zero-shot-object-detection.tif filter=lfs diff=lfs merge=lfs -text

code/GEOAI-ECRS2023.zip

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datasets/geo-task-classifier/.gitattributes

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+*.pcm filter=lfs diff=lfs merge=lfs -text
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+*.mp4 filter=lfs diff=lfs merge=lfs -text
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datasets/geo-task-classifier/dev.json

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+[
+  {
+    "query": "Identify all the cars in the highway lanes",
+    "labels": 0
+  },
+  {
+    "query": "Segment the trees along the walking trails",
+    "labels": 2
+  },
+  {
+    "query": "Detect the planes parked at the terminal",
+    "labels": 2
+  },
+  {
+    "query": "Mark the road network in this urban map",
+    "labels": 3
+  },
+  {
+    "query": "Spot the animals grazing in the fields",
+    "labels": 1
+  },
+  {
+    "query": "Find the wind turbines installed in the valley",
+    "labels": 1
+  },
+  {
+    "query": "Segment the wetlands in this region",
+    "labels": 3
+  },
+  {
+    "query": "Locate all the railway lines in this image",
+    "labels": 3
+  },
+  {
+    "query": "Identify the cyclists riding on the road",
+    "labels": 0
+  },
+  {
+    "query": "Shade the water reservoirs in the area",
+    "labels": 3
+  },
+  {
+    "query": "Highlight the vehicles parked near the station",
+    "labels": 0
+  },
+  {
+    "query": "Detect the traffic signs at the roundabout",
+    "labels": 1
+  },
+  {
+    "query": "Find the birds perching on tree branches",
+    "labels": 1
+  },
+  {
+    "query": "Mark all the industrial buildings in the city",
+    "labels": 3
+  },
+  {
+    "query": "Locate the ships moving through the canal",
+    "labels": 0
+  }
+]

datasets/geo-task-classifier/test.json

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+[
+  {
+    "query": "Detect all the trucks in the parking lot",
+    "labels": 0
+  },
+  {
+    "query": "Identify the airplanes on the airstrip",
+    "labels": 2
+  },
+  {
+    "query": "Segment the forests in the satellite image",
+    "labels": 3
+  },
+  {
+    "query": "Find the boats anchored at the shore",
+    "labels": 0
+  },
+  {
+    "query": "Highlight the roadways in the map",
+    "labels": 3
+  },
+  {
+    "query": "Locate all the traffic lights in the city",
+    "labels": 1
+  },
+  {
+    "query": "Detect the birds sitting on rooftops",
+    "labels": 1
+  },
+  {
+    "query": "Segment the lakes and ponds in the image",
+    "labels": 3
+  },
+  {
+    "query": "Mark all the motorcycles on the streets",
+    "labels": 0
+  },
+  {
+    "query": "Find the farm fields in this landscape",
+    "labels": 3
+  },
+  {
+    "query": "Spot the bridges connecting the islands",
+    "labels": 2
+  },
+  {
+    "query": "Detect the traffic signs at the intersections",
+    "labels": 1
+  },
+  {
+    "query": "Highlight the rooftops in this aerial shot",
+    "labels": 3
+  },
+  {
+    "query": "Locate the pedestrians at the crossing",
+    "labels": 0
+  },
+  {
+    "query": "Mark the hills in this satellite image",
+    "labels": 3
+  }
+]

datasets/geo-task-classifier/train.json

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+[
+  {
+    "query": "Detect all the cars in this area",
+    "labels": 0
+  },
+  {
+    "query": "Segment the buildings in the image",
+    "labels": 3
+  },
+  {
+    "query": "Identify all the pedestrians in the scene",
+    "labels": 0
+  },
+  {
+    "query": "Detect all the trees in the park",
+    "labels": 2
+  },
+  {
+    "query": "Segment the roads in the satellite image",
+    "labels": 3
+  },
+  {
+    "query": "Identify all the animals in this area",
+    "labels": 1
+  },
+  {
+    "query": "Detect all the boats in the harbor",
+    "labels": 0
+  },
+  {
+    "query": "Segment the rivers in the map",
+    "labels": 3
+  },
+  {
+    "query": "Segment the water bodies in this area",
+    "labels": 3
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+  {
+    "query": "Identify all the bicycles in the city",
+    "labels": 0
+  },
+  {
+    "query": "Detect all the airplanes at the airport",
+    "labels": 2
+  },
+  {
+    "query": "Segment the vegetation in the image",
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+  },
+  {
+    "query": "Select the green fields in this area.",
+    "labels": 3
+  },
+  {
+    "query": "Identify all the buses in the traffic",
+    "labels": 0
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+  {
+    "query": "Detect all the people in the crowd",
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+  {
+    "query": "Segment the lakes in the satellite image",
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+  {
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+    "labels": 0
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+    "query": "Detect all the motorcycles in the parking lot",
+    "labels": 0
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+  {
+    "query": "Segment the mountains in the landscape",
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+  {
+    "query": "Identify all the traffic signs in the street",
+    "labels": 1
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+  {
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+  {
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+    "labels": 0
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+  {
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+    "query": "Highlight the streets in this aerial view",
+    "labels": 3
+  },
+  {
+    "query": "Look for any animals in this park",
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+  {
+    "query": "Detect all the ships in the sea",
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+    "query": "Shade the rivers on this map",
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+  {
+    "query": "Mark all the lakes in this area",
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+    "query": "Find all the bikes on the road",
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+    "query": "Color the greenery in this image",
+    "labels": 3
+  },
+  {
+    "query": "Show me the farms in this region",
+    "labels": 3
+  },
+  {
+    "query": "Find all the buses waiting at the stop",
+    "labels": 0
+  },
+  {
+    "query": "Spot the people walking in the park",
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+    "query": "Highlight the ponds in this satellite view",
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+  },
+  {
+    "query": "Find the big trucks on this road",
+    "labels": 0
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+  {
+    "query": "Locate all the motorbikes in this area",
+    "labels": 0
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+  {
+    "query": "Mark the hills in this landscape",
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+  },
+  {
+    "query": "Spot the road signs on this highway",
+    "labels": 1
+  },
+  {
+    "query": "Find the birds flying in the sky",
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+    "query": "Shade the farmlands in this aerial image",
+    "labels": 3
+  },
+  {
+    "query": "Show me the playgrounds in this area",
+    "labels": 3
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+  {
+    "query": "Detect all the bridges over the river",
+    "labels": 2
+  },
+  {
+    "query": "Spot the taxis waiting near the station",
+    "labels": 0
+  },
+  {
+    "query": "Find the benches in the park",
+    "labels": 1
+  },
+  {
+    "query": "Highlight the rooftops in this city",
+    "labels": 3
+  },
+  {
+    "query": "Locate the train tracks in this view",
+    "labels": 3
+  },
+  {
+    "query": "Find the wind turbines in this field",
+    "labels": 1
+  },
+  {
+    "query": "Find all the vehicles in this parking lot",
+    "labels": 0
+  },
+  {
+    "query": "Mark the residential areas in this city",
+    "labels": 3
+  },
+  {
+    "query": "Identify all the people at the beach",
+    "labels": 0
+  },
+  {
+    "query": "Find the trees in this forest region",
+    "labels": 2
+  },
+  {
+    "query": "Highlight the road network in this town",
+    "labels": 3
+  },
+  {
+    "query": "Look for animals in this farmland",
+    "labels": 1
+  },
+  {
+    "query": "Detect all the boats in the lake",
+    "labels": 0
+  },
+  {
+    "query": "Shade the river running through this region",
+    "labels": 3
+  },
+  {
+    "query": "Mark all the lakes in this aerial image",
+    "labels": 3
+  },
+  {
+    "query": "Find all the bicycles on the streets",
+    "labels": 0
+  },
+  {
+    "query": "Spot the airplanes on the runway",
+    "labels": 2
+  },
+  {
+    "query": "Highlight the green spaces in this city",
+    "labels": 3
+  },
+  {
+    "query": "Show me the farmlands in this area",
+    "labels": 3
+  },
+  {
+    "query": "Find all the buses on the highway",
+    "labels": 0
+  },
+  {
+    "query": "Spot the people in this crowded area",
+    "labels": 0
+  },
+  {
+    "query": "Highlight the ponds in this aerial view",
+    "labels": 3
+  },
+  {
+    "query": "Locate the large trucks on this road",
+    "labels": 0
+  },
+  {
+    "query": "Identify all the motorcycles in this drone image",
+    "labels": 0
+  },
+  {
+    "query": "Mark the mountain ranges in this landscape",
+    "labels": 3
+  },
+  {
+    "query": "Spot the traffic signs along this road",
+    "labels": 1
+  },
+  {
+    "query": "Find the birds flying over the coastline",
+    "labels": 1
+  },
+  {
+    "query": "Shade the agricultural fields in this image",
+    "labels": 3
+  },
+  {
+    "query": "Show me the playgrounds in this town",
+    "labels": 3
+  },
+  {
+    "query": "Detect all the bridges crossing the river",
+    "labels": 2
+  },
+  {
+    "query": "Spot the taxis near the central square",
+    "labels": 0
+  },
+  {
+    "query": "Find the park benches in this image",
+    "labels": 1
+  },
+  {
+    "query": "Highlight the rooftops in this urban area",
+    "labels": 3
+  },
+  {
+    "query": "Locate the train tracks cutting through the city",
+    "labels": 3
+  },
+  {
+    "query": "Find the wind turbines in this rural area",
+    "labels": 1
+  },
+  {
+    "query": "Mark the flood-affected regions in this image",
+    "labels": 3
+  }
+]

datasets/geoai-cogs/.gitattributes

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