gchhablani commited on
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sections/intro/faster_rcnn_approach.md CHANGED
@@ -2,5 +2,5 @@ For example, a FasterRCNN approach uses the following steps:
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  - the image features are given out by a FPN (Feature Pyramid Net) over a ResNet backbone, and
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  - then a RPN (Regision Proposal Network) layer detects proposals in those features, and
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  - then the ROI (Region of Interest) heads get the box proposals in the original image, and
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- - the the boxes are selected using a NMS (Non-max suppression),
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  - and then the features for selected boxes are used as visual features.
 
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  - the image features are given out by a FPN (Feature Pyramid Net) over a ResNet backbone, and
3
  - then a RPN (Regision Proposal Network) layer detects proposals in those features, and
4
  - then the ROI (Region of Interest) heads get the box proposals in the original image, and
5
+ - then the boxes are selected using a NMS (Non-max suppression),
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  - and then the features for selected boxes are used as visual features.