billpsomas/mars_crater_detection
Official PyTorch implementation for IGARSS 2024 paper: "Evaluation of Resource-Efficient Crater Detectors on Embedded Systems"
This project helps planetary scientists and mission planners identify Martian craters from satellite images in real-time, even on compact spacecraft. It takes raw satellite imagery of Mars and outputs precise crater locations, enabling rapid analysis for safe landings and geological surveys. Anyone involved in Mars missions or planetary science requiring on-the-spot crater detection would find this valuable.
No commits in the last 6 months.
Use this if you need to perform efficient, automated crater detection directly on resource-constrained hardware aboard a spacecraft or other remote embedded system.
Not ideal if you are looking for a general-purpose image object detection tool for non-planetary applications or if you require detection on planet surfaces other than Mars.
Stars
13
Forks
—
Language
C++
License
Apache-2.0
Category
Last pushed
Aug 27, 2024
Commits (30d)
0
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