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Shashank Suhas
seminar-breakout
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0744f02b
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0744f02b
authored
Apr 17, 2019
by
Yuxin Wu
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examples/FasterRCNN/NOTES.md
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@@ -24,14 +24,15 @@ Data:
rewrite all the methods of
`DetectionDataset`
following its documents.
You'll implement the logic to load your dataset and evaluate predictions.
+
If you want to load a model trained on COCO, you'll see error messages
complaining about unmatched number of categories for certain weights in the checkpoint.
Remove those weights in checkpoint, or rename them in the model.
+
If you load a COCO-trained model on a different dataset, you'll see error messages
complaining about unmatched number of categories for certain weights in the checkpoint.
You can either remove those weights in checkpoint, or rename them in the model.
See
[
tensorpack tutorial
](
https://tensorpack.readthedocs.io/tutorial/save-load.html
)
for more details.
2.
You can easily add more augmentations such as rotation, but be careful how a box should be
augmented. The code now will always use the minimal axis-aligned bounding box of the 4 corners,
which is probably not the optimal way.
A TODO is to generate bounding box from segmentation, so more augmentations can be naturally supported.
augmented. The code now will always use the minimal axis-aligned bounding box of the 4 corners,
which is probably not the optimal way.
A TODO is to generate bounding box from segmentation, so more augmentations can be naturally supported.
Model:
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