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Numpy-based Object Detection for Bounding Boxes #748

Merged
merged 81 commits into from
Sep 16, 2024
Merged

Numpy-based Object Detection for Bounding Boxes #748

merged 81 commits into from
Sep 16, 2024

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czaloom
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@czaloom czaloom commented Sep 16, 2024 •
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  • Creates a python package valor-lite.
  • NumPy based metric computation.
  • Limited to object detection with axis-aligned bboxes.

czaloom added 30 commits August 28, 2024 17:29
@czaloom
experimenting
4967aa0
@czaloom
Merge branch 'main' into czaloom-numba
4a3a82c
@czaloom
numba perf testing
20ba802
@czaloom
wip
ceb3b43
@czaloom
AP is almost done
0300cd1
@czaloom
removed print stmts and turned off paralleization
842ee1f
@czaloom
not quite there
3b856bc
@czaloom
revert coco notebook
7075de7
@czaloom
small optimizations
7ededc7
@czaloom
ap is passing!
b482a41
@czaloom
created valor lite
6343e7e
@czaloom
Merge branch 'main' into czaloom-numba
4a4d854
@czaloom
added test for detailed pr curve
de3f67f
@czaloom
added examples to detailed pr curve
42f9460
@czaloom
ap down to 1.6s
b0ac165
@czaloom
ap down to 1.6s
8d7976f
@czaloom
simplifying ap
df6ad57
@czaloom
iou+ap under 0.75s
a793eeb
@czaloom
vectorized ap
68675a0
@czaloom
remove newlines
d1a706d
@czaloom
add ar + improve ap vectorization
52a7382
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added average recall computation
7bb6741
@czaloom
benchmarkingpython lite/benchmarks/benchmark_objdet.py !
d7c9c48
@czaloom
thing remove
fd98e3f
@czaloom
thing remove
916f02c
@czaloom
clearer bench names
2e34f9a
@czaloom
consolidated
d846458
@czaloom
more consolidation
bd5d128
@czaloom
updated metric formatting
919b60c
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added ingestion methods
9d34d5f
@czaloom czaloom marked this pull request as ready for review September 16, 2024 19:42
@czaloom czaloom merged commit 3496981 into main Sep 16, 2024
21 checks passed
@czaloom czaloom deleted the czaloom-valor-lite-obj-det-bbox branch September 16, 2024 20:25
@czaloom czaloom self-assigned this Sep 16, 2024
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@ekorman ekorman ekorman approved these changes

@ntlind ntlind Awaiting requested review from ntlind

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@czaloom @ekorman