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Automatic mask generation (#779)

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* A few more contiguous fixes for cuda.

* Mask generation.

* Generic bbox.

* Generate all the masks.
This commit is contained in:
Laurent Mazare
2023-09-08 19:11:34 +01:00
committed by GitHub
parent 158ff3c609
commit 0906acab91
7 changed files with 125 additions and 26 deletions
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4
candle-examples/examples/yolo-v3/main.rs
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@ -46,7 +46,7 @@ pub fn report(
let (npreds, pred_size) = pred.dims2()?;
let nclasses = pred_size - 5;
// The bounding boxes grouped by (maximum) class index.
let mut bboxes: Vec<Vec<Bbox>> = (0..nclasses).map(|_| vec![]).collect();
let mut bboxes: Vec<Vec<Bbox<()>>> = (0..nclasses).map(|_| vec![]).collect();
// Extract the bounding boxes for which confidence is above the threshold.
for index in 0..npreds {
let pred = Vec::<f32>::try_from(pred.get(index)?)?;
@ -65,7 +65,7 @@ pub fn report(
xmax: pred[0] + pred[2] / 2.,
ymax: pred[1] + pred[3] / 2.,
confidence,
keypoints: vec![],
data: (),
};
bboxes[class_index].push(bbox)
}