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update part II link
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dongjk authored Nov 28, 2022
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Expand Up @@ -229,4 +229,4 @@ model.fit(np.asarray(batch_tiles), [batch_label_targets,batch_bbox_targets], epo
## Predict proposal region
RPN is used separately to propose regions, feed an any size image to RPN, it will generate height\*width\*9 outputs, each output have two siblings, one is score between [0,1] represent probability of fg/bg, and another is 4 transformed values, we need do some work to process this output to bounding box proposals.

In the next part, let's see how the use RPN predict result to do the real object detection task.
In the [next part](https://dongjk.github.io/code/object+detection/keras/2018/06/10/Faster_R-CNN_step_by_step,_Part_II.html), let's see how the use RPN predict result to do the real object detection task.

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