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Performance Discrepancy in ECEF Alignment for 3D Geospatial Models #1181

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cl886699 opened this issue Mar 6, 2025 · 0 comments
Open

Performance Discrepancy in ECEF Alignment for 3D Geospatial Models #1181

cl886699 opened this issue Mar 6, 2025 · 0 comments

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@cl886699
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cl886699 commented Mar 6, 2025

I hope this message finds you well. I have been using the 3dgs library for training and aligning 3D geospatial models in the Earth-Centered, Earth-Fixed (ECEF) coordinate system. While experimenting with the library, I have encountered a significant performance drop in my models after aligning them in ECEF compared to their pre-alignment state.
Questions:
Parameter Tuning:
Is it possible that the performance drop can be mitigated by adjusting certain parameters in the training or alignment process?
If so, could you suggest which parameters to tweak and provide any guidance on how to do so effectively?
Order of Operations:
Is the approach of training the models first and then aligning them to ECEF correct, or should the alignment be done prior to training?
Alternatively, is there a recommended workflow that combines training and alignment in a way that preserves model performance?
Thank you very much for your time and assistance. I look forward to your response.

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