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model_converter support for getitune models#611

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mgumowsk wants to merge 18 commits into
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mgumowsk/getitune_support
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model_converter support for getitune models#611
mgumowsk wants to merge 18 commits into
masterfrom
mgumowsk/getitune_support

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@mgumowsk

@mgumowsk mgumowsk commented Jun 24, 2026

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What does this PR do?

Fixes most of the getitune model parameters for exported and quantized models.

Conversion Summary Report

Model Full Name Model Type FP32 Accuracy FP16 Accuracy INT8 Accuracy Status
DINOv2 Classification Classification 1.00% 1.00% 1.00% OK
ViT-Tiny Classification Classification 77.80% 77.80% 77.60% OK
YOLOX-S YOLOX 33.99% 33.99% 32.98% OK
YOLOX-L YOLOX 43.77% 43.77% 42.62% OK
YOLOX-X YOLOX 45.58% 45.58% 44.53% OK
ATSS MobileNet-V2 SSD 36.18% 36.18% 24.28% ACCURACY DROP >5%
YOLOX-Tiny YOLOX 29.62% 29.62% 29.21% OK
DEIM D-FINE-L SSD 51.11% 51.11% 46.11% ACCURACY DROP >5%
DEIM D-FINE-M SSD 48.94% 48.94% 43.81% ACCURACY DROP >5%
DEIM D-FINE-X SSD 51.85% 51.85% 46.51% ACCURACY DROP >5%
DEIMv2-L SSD 45.80% 45.80% 44.70% OK
DEIMv2-M SSD 28.24% 28.24% 30.57% OK
DEIMv2-S SSD 25.15% 25.15% 24.93% OK
D-FINE-X SSD 52.40% 52.40% 46.81% ACCURACY DROP >5%
RF-DETR Large SSD 52.10% 52.10% 46.32% ACCURACY DROP >5%
RF-DETR Medium SSD 50.07% 50.07% 44.35% ACCURACY DROP >5%
RF-DETR Small SSD 48.85% 48.85% 42.55% ACCURACY DROP >5%
RT-DETR ResNet-50 SSD 49.42% 49.42% 47.44% OK
SSD MobileNet-V2 SSD 0.88% 0.88% 0.84% OK
RTMDet Instance Tiny MaskRCNN 44.00% 44.00% 41.51% OK
RF-DETR Segmentation Small DETRInstSeg 37.71% 37.71% 37.63% OK
RF-DETR Segmentation Medium DETRInstSeg 38.87% 38.87% 38.76% OK
RF-DETR Segmentation Large DETRInstSeg 40.33% 40.33% 40.25% OK
RF-DETR Segmentation X-Large DETRInstSeg 42.22% 42.22% 41.95% OK
Mask R-CNN ResNet-50 MaskRCNN 27.41% 27.41% 25.75% OK
Mask R-CNN EfficientNet-B2B MaskRCNN 0.00% 0.00% 0.00% OK
Mask R-CNN Swin-Tiny MaskRCNN 26.76% 26.76% 26.28% OK

still to investigate

Mask R-CNN EfficientNet-B2B

Before submitting

  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
  • Did you make sure to update the documentation with your changes?
  • Did you write any new necessary tests?

@mgumowsk mgumowsk requested a review from a team as a code owner June 24, 2026 09:41
@github-actions github-actions Bot added tests Related to tests python python related changes docs Related to documentation labels Jun 24, 2026
@mgumowsk mgumowsk force-pushed the mgumowsk/getitune_support branch from b16fc04 to 6a533d2 Compare June 30, 2026 07:53
@mgumowsk mgumowsk changed the title WIP: model_converter support for getitune models model_converter support for getitune models Jun 30, 2026
Comment thread model_converter/presets/config.json Outdated
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