AI Habitat · Schema
Observation
Sensor observation returned from a simulation step
Artificial IntelligenceSimulationEmbodied AIRoboticsComputer-VisionReinforcement LearningMachine-LearningOpen-SourceResearch
Properties
| Name | Type | Description |
|---|---|---|
| rgb | object | RGB image array (H x W x 4) |
| depth | object | Depth image array (H x W x 1) in meters |
| semantic | object | Semantic segmentation array (H x W x 1) with object instance IDs |
| gps | array | GPS coordinates [x, z] relative to start |
| compass | array | Compass heading in radians |
JSON Schema
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://raw.githubusercontent.com/api-evangelist/ai-habitat/refs/heads/main/json-schema/ai-habitat-observation-schema.json",
"title": "Observation",
"description": "Sensor observation returned from a simulation step",
"type": "object",
"properties": {
"rgb": {
"type": "object",
"description": "RGB image array (H x W x 4)"
},
"depth": {
"type": "object",
"description": "Depth image array (H x W x 1) in meters"
},
"semantic": {
"type": "object",
"description": "Semantic segmentation array (H x W x 1) with object instance IDs"
},
"gps": {
"type": "array",
"description": "GPS coordinates [x, z] relative to start",
"items": {
"type": "number"
}
},
"compass": {
"type": "array",
"description": "Compass heading in radians",
"items": {
"type": "number"
}
}
}
}
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