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remove useless slide
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charlesollion committed Feb 18, 2022
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Region proposal input is a fully convolutional network: shares weights across spatial dimensions

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## State-of-the-art
## Measuring performance

.center[
<img src="images/sotaresults2.png" style="width: 720px;" />
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- AP @0.5 for class "cat": average precision for the class, where $IoU(box^{pred}, box^{true}) > 0.5$

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## State-of-the-art - fast methods

.center[
<img src="images/sotaresults.png" style="width: 450px;" />
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Measures: **mAP** and Frames per Second **FPS**

.footnote.small[
Zeming Li et al. Light-Head R-CNN: In Defense of Two-Stage Object Detector 2017
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- Mask RCNN, light-head R-CNN for best accuracy
- Yolo, SSD, Light-Head R-CNN for fast inference


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## State-of-the-art

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