Dear Samrat,
Thank you for your interest and for working on a proposal for the project.
However, we have decided not to comment on draft proposals before
submission. We believe that the clarifications already sent by us about
the project in this mailing list are enough to guide applicants.
Best Regards and Good luck,
The Mentors
On 3/20/2026 1:07 PM, Samrat R.M wrote:
Dear Mentors,
I hope you are doing well.
Project : Open-Source AI Framework for Thermal Satellite Payload Data
Analysis
I have prepared a draft of my GSoC proposal
<https://docs.google.com/document/d/1z78we-yio2WrhJgKl6moyQCJsE20JSjh9pO0Cwwj_gY/edit?usp=sharing>
for the TIRAuxCloud project and would greatly appreciate your
feedback. I have tried to align it closely with the project
expectations and research directions discussed.
In addition, I have implemented prototype PR contributions covering
the key deliverables of my proposal:
• DeepSHAP-based explainability module
<https://github.com/Orion-AI-Lab/TIRAuxCloud/pull/7>
• Grad-CAM++ implementation for SegFormer
<https://github.com/Orion-AI-Lab/TIRAuxCloud/pull/5>
• Single-pass uncertainty estimation in the evaluation pipeline
<https://github.com/Orion-AI-Lab/TIRAuxCloud/pull/4>
• Modular pipeline refactoring for improved structure and
extensibility <https://github.com/Orion-AI-Lab/TIRAuxCloud/pull/8>
Since other contributors are also part of this mailing list, any
feedback, suggestions, or comments from anyone would be extremely
helpful in refining my proposal
<https://docs.google.com/document/d/1z78we-yio2WrhJgKl6moyQCJsE20JSjh9pO0Cwwj_gY/edit?usp=sharing>further.
Looking forward to your thoughts.
Thank you.
Best regards,
Samrat R M
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Λαμβάνετε αυτό το μήνυμα απο την λίστα: Λίστα αλληλογραφίας και συζητήσεων που απευθύνεται σε φοιτητές developers \& mentors έργων του Google Summer of Code - A discussion list for student developers and mentors of Google Summer of Code projects.,
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