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I am wondering why loss_masks and in particular focal_loss only works with segmentation and not bbox prediction?
This is quite unexpected as focal loss can help class imbalance for bbox prediction …
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This is an edge case and a minor change.
It is possible that for certain datasets, either the number of objects per frame are more than 65535 or that the objects are labeled non-contiguously (for…
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Since there is no masks information in my dataset, how can I use rfp for target frame detection instead of segmentation
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussi…
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User suggested that we use the csv files as basenames for the images and masks.
For example: When 1.csv is found, assume that there is a 1.ome.tif in the image path, and a 1.tif in the mask path.
pe…
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The method [_segmentation_labels_] from the class [DataSet](https://github.com/mapillary/OpenSfM/blob/c6b5acef9376a75b87414d900c258ef876a6413a/opensfm/dataset.py#L27) should return all the unique clas…
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WARNING [10/15 22:01:14 fvcore.common.checkpoint]: The checkpoint state_dict contains keys that are not used by the model:
fc1000.{bias, weight}
stem.conv1.bias
[10/15 22:01:14 d2.engine.train_…
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Hello, I am trying to predict EF from segmentation masks or key points (ED & ES). I am wondering if there is an available code for that.
Thank you!
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the final visualization, how can MRI(CHAOST 2) and CT (SABS) original images be fused with each part of automatically generated the region segmentation diagram to produce the effect diagram in your pa…
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# Description
It has been observed that manual segmentations of SC in MP2RAGE datas (`basel-mp2rage` `marseille-3T-mp2rage`) have some issues like:
- #266
- SC masks does not cover the entire…