Mars orbital image (HiRISE) labeled data set version 3
This data set contains a total of 73,031 landmarks. 10,433 landmarks were detected and extracted from 180 HiRISE browse images, and 62,598 landmarks were augmented from 10,433 original landmarks. For each original landmark, we cropped a square bounding box that includes the full extent of the landmark plus a 30-pixel margin to left, right, top and bottom. Each cropped landmark was resized to 227x227 pixels, and then was augmented to generate 6 additional landmarks using the following methods:
1. 90 degrees clockwise rotation
2. 180 degrees clockwise rotation
3. 270 degrees clockwise rotation
4. Horizontal flip
5. Vertical flip
6. Random brightness adjustment
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"026:00"
]
|
| contactPoint |
{
"fn": "NA",
"@type": "vcard:Contact",
"hasEmail": "mailto:nasa-data@lists.arc.nasa.gov"
}
|
| description | This data set contains a total of 73,031 landmarks. 10,433 landmarks were detected and extracted from 180 HiRISE browse images, and 62,598 landmarks were augmented from 10,433 original landmarks. For each original landmark, we cropped a square bounding box that includes the full extent of the landmark plus a 30-pixel margin to left, right, top and bottom. Each cropped landmark was resized to 227x227 pixels, and then was augmented to generate 6 additional landmarks using the following methods: 1. 90 degrees clockwise rotation 2. 180 degrees clockwise rotation 3. 270 degrees clockwise rotation 4. Horizontal flip 5. Vertical flip 6. Random brightness adjustment |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "Mars orbital image (HiRISE) labeled data set version 3",
"format": "HTML",
"mediaType": "text/html",
"description": "This data set contains a total of 73,031 landmarks. 10,433 landmarks were detected and extracted from 180 HiRISE browse images, and 62,598 landmarks were augmented from 10,433 original landmarks. For each original landmark, we cropped a square bounding box that includes the full extent of the landmark plus a 30-pixel margin to left, right, top and bottom. Each cropped landmark was resized to 227x227 pixels, and then was augmented to generate 6 additional landmarks using the following methods:
1. 90 degrees clockwise rotation
2. 180 degrees clockwise rotation
3. 270 degrees clockwise rotation
4. Horizontal flip
5. Vertical flip
6. Random brightness adjustment",
"downloadURL": "https://zenodo.org/record/2538136"
}
]
|
| identifier | https://data.nasa.gov/api/views/egmv-36wq |
| issued | 2020-01-22 |
| keyword |
[
"hirise",
"machine-learning",
"mars-reconnaissance-orbiter",
"planetary-science",
"usg-ai-training-data",
"usg-artificial-intelligence"
]
|
| landingPage | https://data.nasa.gov/dataset/mars-orbital-image-hirise-labeled-data-set-version-3 |
| modified | 2025-04-23 |
| programCode |
[
"026:013"
]
|
| publisher |
{
"name": "NASA JPL",
"@type": "org:Organization"
}
|
| theme |
[
"Space Science"
]
|
| title | Mars orbital image (HiRISE) labeled data set version 3 |
