Feat/tensorrt int8 light patchcore - #152

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DeepKnowledge1 merged 22 commits into

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feat/tensorrt-int8-light-patchcore

Aug 17, 2026

Commits on Aug 16, 2026

feat(export): add native TensorRT and INT8 engine export

DeepKnowledge1
authored and
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committed
d6770e4
feat(inference): implement TensorRT engine backend

DeepKnowledge1
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committed
7d639af
feat(patchcore): add lightweight memory-bank pipeline

DeepKnowledge1
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committed
5d29137
docs: simplify README and add deployment guide

DeepKnowledge1
authored and
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committed
8d00358
docs(patchcore): document public API and deployment contract

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authored and
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committed
c135225
perf(patchcore): add ultra-light pooled and chunked inference

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committed
6a8ebab
docs: improve beginner README flow

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committed
5724706
bench: align AnomaVision and Anomalib comparison

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21fbe9b
feat(export): automate PaDiM and PatchCore TensorRT conversion

DeepKnowledge1
authored and
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committed
b25aab1
fix(detect): classify high anomaly scores correctly

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c6faf9d
fix(export): default optional calibration settings

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c4b40d4
docs(config): include complete export defaults

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committed
1b62e32
fix(patchcore): calibrate thresholds and select diverse coresets

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committed
53c18fa
fix(visualization): correct anomaly colors and localization masks

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committed
b36d8c6
fix(patchcore): restore localized visualization output

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DeepKnowledge1
committed
971e9b2
feat(autopilot): add production model selection pipeline

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authored and
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committed
aed5c2e
docs(autopilot): add deployment report and usage guide

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authored and
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committed
86be754
feat(autopilot): add self-contained HTML deployment report

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authored and
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committed
eb10e43
fix(autopilot): evaluate complete dataset and report AUROC

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authored and
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committed
bf0a320
fix(autopilot): report algorithm-aware localization health

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authored and
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committed
665fc52
docs: update autopilot and localization guidance

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authored and
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committed
9e6c165

Commits on Aug 17, 2026

chore: finalize production feature validation

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authored and
DeepKnowledge1
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73c6d65

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Feat/tensorrt int8 light patchcore - #152

Feat/tensorrt int8 light patchcore#152
DeepKnowledge1 merged 22 commits into
mainfrom
feat/tensorrt-int8-light-patchcore

Commits on Aug 16, 2026

feat(export): add native TensorRT and INT8 engine export

feat(inference): implement TensorRT engine backend

feat(patchcore): add lightweight memory-bank pipeline

docs: simplify README and add deployment guide

docs(patchcore): document public API and deployment contract

perf(patchcore): add ultra-light pooled and chunked inference

docs: improve beginner README flow

bench: align AnomaVision and Anomalib comparison

feat(export): automate PaDiM and PatchCore TensorRT conversion

fix(detect): classify high anomaly scores correctly

fix(export): default optional calibration settings

docs(config): include complete export defaults

fix(patchcore): calibrate thresholds and select diverse coresets

fix(visualization): correct anomaly colors and localization masks

fix(patchcore): restore localized visualization output

feat(autopilot): add production model selection pipeline

docs(autopilot): add deployment report and usage guide

feat(autopilot): add self-contained HTML deployment report

fix(autopilot): evaluate complete dataset and report AUROC

fix(autopilot): report algorithm-aware localization health

docs: update autopilot and localization guidance

Commits on Aug 17, 2026

chore: finalize production feature validation