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WIP: simplify loop closure evaluation by image index#28

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dvorak0 wants to merge 2 commits intomainfrom
feat/loop-closure-eval-simple-integration
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WIP: simplify loop closure evaluation by image index#28
dvorak0 wants to merge 2 commits intomainfrom
feat/loop-closure-eval-simple-integration

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@dvorak0 dvorak0 commented Mar 27, 2026

Summary\n- open a clean draft PR on UniflexAI/tinynav\n- implement simplified loop-closure evaluation in a fresh worktree\n- keep the evaluation aligned by image index instead of timestamp interpolation\n\n## Planned work\n- build Map A from bag A\n- sample bag B by image index\n- localize sampled images in Map A\n- get reference poses from map B by image index\n- report loop-closure metrics without timestamp interpolation\n\n## Status\nDraft PR only for now; implementation and benchmark runs are next.\n

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cloc github.com/AlDanial/cloc v 2.04 T=0.12 s (305.3 files/s, 46378.5 lines/s)
Language files blank comment code
Python 12 542 244 3004
C++ 4 60 38 409
Markdown 4 143 6 405
Bourne Shell 10 17 7 163
Dockerfile 1 27 23 159
JSON 2 8 0 57
TOML 1 5 0 52
make 1 18 12 49
CMake 1 4 0 17
-------- -------- -------- -------- --------
SUM: 36 824 330 4315

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cloc github.com/AlDanial/cloc v 2.04 T=0.12 s (311.8 files/s, 47364.9 lines/s)
Language files blank comment code
Python 12 542 244 3004
C++ 4 60 38 409
Markdown 4 143 6 405
Bourne Shell 10 17 7 163
Dockerfile 1 27 23 159
JSON 2 8 0 57
TOML 1 5 0 52
make 1 18 12 49
CMake 1 4 0 17
-------- -------- -------- -------- --------
SUM: 36 824 330 4315

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