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Mhh, in my first try it seems to have completely hallucinated a python package: Q: How can I automatically coregister a large amount of satellite images? A: T
by fnands 3y ago
Mhh, in my first try it seems to have completely hallucinated a python package:
Q: How can I automatically coregister a large amount of satellite images?
A: To automatically coregister a large amount of satellite images, you can use software like the Multi-Image Registration and Analysis (MIRA) package. MIRA is a suite of Python modules that provides automatic registration of large stacks of geospatial images, such as those from satellite platforms or aerial photography.
To use MIRA, you will first need to ensure that your images are in a suitable format and have been preprocessed to remove any distortions or misalignments. Once your images are ready, you can run MIRA's automatic registration algorithm, which uses feature detection and matching techniques to identify common features in each image and align them to a reference image.
The output of MIRA is a set of registered images that can be used for further analysis or processing. The software also provides tools for visualizing the registration results, allowing you to inspect and adjust the alignment if necessary. Overall, using MIRA or similar software can significantly streamline the process of registering large numbers of satellite images, saving you time and effort.
Q: I can't find the MIRA package anywhere. Could you provide a link?
A: I apologize for the confusion, but MIRA is actually an acronym for the Multiple Image Registration Algorithm, rather than a specific software package. There are various implementations of this algorithm available, including the one provided by the United States Geological Survey (USGS). You can find more information and download the USGS MIRA implementation at the following link:
https://www.usgs.gov/software/miraregistration/index.html
I hope this helps! Let me know if you have any other questions.
Q: Can you give me a python example using this package?
A: Certainly! Here's an example of how to use the MIRA implementation from the United States Geological Survey (USGS) to automatically register a set of satellite images:
The some code starting with `import mirareg`
Problem is, I can't find a single reference on the internet to this package. The link is of course a 404.
Probably just bad luck on a first question, but so strange.
EDIT: I made it retry the last answer, different python package name:
```
import mira_coreg.mira_params as mpp
import mira_coreg.mira_coreg as mc
```
And tried it again:
`import mira`
I asked ChatGPT:
Q: Can you tell me about the MIRA package from the USGS for image coregistration
A: As of my last update in September 2021, I don't have information specifically on a MIRA package from the U.S. Geological Survey (USGS) for image coregistration. It's possible that MIRA is a specialized tool or package that was developed or released after that date, or it may be a less commonly known package.
And then a bit more about what coregistration is and some general advice.
- fnands 3y agoWhen asking it: Q: Can you give me a python code example for how to coregister satellite images using OpenCV It gives me a very reasonable approach calling opencv functions that actually exist.
- alecco 3y agoYes, same here. A simple question about getting the machine architecture for a pytest feature and it said sys.platform ("linux"), then I suggested to use the platform module and it went for platform.system() ("Linux") and then I tell it platform.machine() and it changed the string from "aarch64" to "armv8". But if you ask it in isolation it responds correctly. TBF, Bard messed up this same question even when asked isolated. OpenAI has nothing to fear.