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feat: EXPKITS-1441 integrate UltraFace and YOLO VGF models - #172

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Szendvics merged 1 commit into
feature/EXPKITS-1441-mlwl-release-packaging-01a11fddfrom
feature/EXPKITS-1441-public-mlwl-models-01a162dd
Oct 22, 2026
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Szendvics merged 1 commit into
feature/EXPKITS-1441-mlwl-release-packaging-01a11fddfrom
feature/EXPKITS-1441-public-mlwl-models-01a162dd

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@Szendvics Szendvics commented Oct 22, 2026 •

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Goal

Run UltraFace and YOLO26n through MLWL.

Change

Add model descriptors, the two-model demo pipeline and YOLO output parsing with two-stage TopK. Include invalid-VGF startup coverage and an opt-in FP32 pipeline test. Document model sources and licences.

Testing

Before restacking, CPU outputs matched the ONNX references for photo/black/photo inputs, and invalid-VGF startup passed on native AArch64. The PR's patch is unchanged by this restack. Inference was not rerun.

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Szendvics added this pull request to stack #175 October 22, 2026 10:10
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Szendvics force-pushed the feature/EXPKITS-1441-public-mlwl-models-01a162dd branch from 0e52fb4 to d56a21b Compare October 22, 2026 11:44
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Szendvics force-pushed the feature/EXPKITS-1441-public-mlwl-example-01a162dd branch from d40ae0b to 1b52381 Compare October 22, 2026 11:44
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Szendvics removed this pull request from stack #175 October 22, 2026 11:44
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Szendvics added this pull request to stack #177 October 22, 2026 11:44
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Szendvics force-pushed the feature/EXPKITS-1441-public-mlwl-example-01a162dd branch from 1b52381 to 005bc66 Compare October 22, 2026 12:00
@Szendvics
Szendvics force-pushed the feature/EXPKITS-1441-public-mlwl-models-01a162dd branch from d56a21b to 7cf7d1d Compare October 22, 2026 12:00
@Szendvics
Szendvics force-pushed the feature/EXPKITS-1441-public-mlwl-example-01a162dd branch from 005bc66 to ccff48a Compare October 22, 2026 12:11
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Szendvics force-pushed the feature/EXPKITS-1441-public-mlwl-models-01a162dd branch 2 times, most recently from 24191a9 to 1b6e2f2 Compare October 22, 2026 12:20
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Szendvics removed this pull request from stack #177 October 22, 2026 12:20
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Szendvics changed the base branch from feature/EXPKITS-1441-public-mlwl-example-01a162dd to feature/EXPKITS-1441-public-mlwl-backend-01a162dd October 22, 2026 12:20
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Szendvics added this pull request to stack #179 October 22, 2026 12:20
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Szendvics force-pushed the feature/EXPKITS-1441-public-mlwl-models-01a162dd branch from 1b6e2f2 to 8312869 Compare October 22, 2026 12:40
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Szendvics removed this pull request from stack #179 October 22, 2026 13:14
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Szendvics force-pushed the feature/EXPKITS-1441-public-mlwl-backend-01a162dd branch from ec0930e to 344582f Compare October 22, 2026 13:15
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Szendvics force-pushed the feature/EXPKITS-1441-public-mlwl-models-01a162dd branch from 8312869 to 232f404 Compare October 22, 2026 13:15
@Szendvics
Szendvics added this pull request to stack #183 October 22, 2026 13:15
Task: EXPKITS-1441
Signed-off-by: Marcell Varga <marcell.varga@arm.com>
@Szendvics
Szendvics removed this pull request from stack #183 October 22, 2026 13:44
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Szendvics force-pushed the feature/EXPKITS-1441-public-mlwl-backend-01a162dd branch from 3cf65a1 to 1f84bf6 Compare October 22, 2026 13:45
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Szendvics force-pushed the feature/EXPKITS-1441-public-mlwl-models-01a162dd branch 2 times, most recently from 232f404 to abe5bad Compare October 22, 2026 13:45
Base automatically changed from feature/EXPKITS-1441-public-mlwl-backend-01a162dd to feature/EXPKITS-1441-mlwl-release-packaging-01a11fdd October 22, 2026 13:45
@Szendvics
Szendvics merged commit abe5bad into feature/EXPKITS-1441-mlwl-release-packaging-01a11fdd Oct 22, 2026
18 of 24 checks passed
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Szendvics deleted the feature/EXPKITS-1441-public-mlwl-models-01a162dd branch October 22, 2026 13:45
@Szendvics
Szendvics restored the feature/EXPKITS-1441-public-mlwl-models-01a162dd branch October 22, 2026 13:48
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