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

Data and Resources

Field Value
accessLevel public
bureauCode {026:00}
catalog_@context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
catalog_conformsTo https://project-open-data.cio.gov/v1.1/schema
catalog_describedBy https://project-open-data.cio.gov/v1.1/schema/catalog.json
identifier https://data.nasa.gov/api/views/egmv-36wq
issued 2020-01-22
landingPage https://data.nasa.gov/dataset/mars-orbital-image-hirise-labeled-data-set-version-3
modified 2025-04-23
programCode {026:013}
publisher NASA JPL
resource-type Dataset
source_datajson_identifier true
source_hash 383e5cf36f3f6cbe009b29295515a66f7319ea1a75c8904de225a243570029f5
source_schema_version 1.1
theme {"Space Science"}
Groups
  • AmeriGEOSS
  • National Provider
  • North America
Tags
  • AmeriGEO
  • AmeriGEOSS
  • CKAN
  • GEO
  • GEOSS
  • National
  • North America
  • United States
  • hirise
  • machine-learning
  • mars-reconnaissance-orbiter
  • planetary-science
  • usg-ai-training-data
  • usg-artificial-intelligence
isopen False
license_id notspecified
license_title License not specified
maintainer NA
maintainer_email nasa-data@lists.arc.nasa.gov
metadata_created 2025-09-29T15:31:25.830498
metadata_modified 2025-09-29T15:31:25.830504
notes 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
num_resources 1
num_tags 14
title Mars orbital image (HiRISE) labeled data set version 3