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# Change Log | |
### Releases | |
See release log at | |
[https://github.com/facebookresearch/detectron2/releases](https://github.com/facebookresearch/detectron2/releases). | |
### Notable Backward Incompatible Changes: | |
* 03/30/2020: Custom box head's `output_size` changed to `output_shape`. | |
* 02/14/2020,02/18/2020: Mask head and keypoint head now include logic for losses & inference. Custom heads | |
should overwrite the feature computation by `layers()` method. | |
* 11/11/2019: `detectron2.data.detection_utils.read_image` transposes images with exif information. | |
### Config Version Change Log | |
* v1: Rename `RPN_HEAD.NAME` to `RPN.HEAD_NAME`. | |
* v2: A batch of rename of many configurations before release. | |
### Silent Regression in Historical Versions: | |
We list a few silent regressions since they may silently produce incorrect results and will be hard to debug. | |
* 04/01/2020 - 05/11/2020: Bad accuracy if `TRAIN_ON_PRED_BOXES` is set to True. | |
* 03/30/2020 - 04/01/2020: ResNets are not correctly built. | |
* 12/19/2019 - 12/26/2019: Using aspect ratio grouping causes a drop in accuracy. | |
* release - 11/9/2019: Test time augmentation does not predict the last category. | |