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Commits on Jul 14, 2019

• Eval code modified to run on cpu

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  bond9779

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Commits on May 15, 2019

• Updated loss plotter to include segmentation loss.

  dbolya

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• Updated clustering scripts.

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Commits on Feb 11, 2019

• Added script to graph the results from test-dev.

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Commits on Feb 1, 2019

• Fixed an issue where bbox_recall and optimize_bboxes did not center their anchors properly.

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Commits on Nov 12, 2018

• Fixed some bugs in the anchor optimizer and added the optimization of gt boxes that have undergone data augmentation so that it better captures our goal.

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Commits on Nov 10, 2018

• Reverted per class NMS so I can evaluate it on the server.

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Commits on Nov 3, 2018

• Added an optimized anchor 22 config that gets 71.96 total recall.

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Commits on Nov 2, 2018

• Updated the optimizer script to be able to optimize any anchor configuration.

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• Added a script to compute the anchor box recall. Also changed the bbox optimizer to use this recall as a metric instead of center contrained IoU.

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Commits on Oct 20, 2018

• Added actual epoch labels to the validation plotter.

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Commits on Oct 6, 2018

• Added a utility to unpack statedict files into a folder to debug its size.

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Commits on Sep 22, 2018

• Added an eval flag (--mask_proto_debug) to output the files needed for compute_masks and made the script more streamlined. It's sorta hacky though, but you've gotta do what you've gotta do.

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Commits on Sep 21, 2018

• Added a script that solves least squares A x = b with the prototype masks as A to see if there exist good coefficients x.

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Commits on Sep 6, 2018

• Renamed the grid file to "grid.npy" using np.save instead of np.dump.

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• Added a uniqueness tester to the grid script.

  dbolya

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• Added a ton more features to the grid maker including randomization and exporting a gridset.

  dbolya

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• Added a spacing factor to the grid tool.

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• Added a visualizer for different grid cell parameters.

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Commits on Aug 28, 2018

• Added the ability to plot validation mAP to plot_loss if you use the extra arg "val".

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Commits on Aug 27, 2018

• Changed logging from append to overwrite for the eval script.

  dbolya

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• Added a bridges eval script so we don't have to wait a million years.

  dbolya

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Commits on Aug 18, 2018

• Added a script to take a bridges log (or any other log of stdout) and graph the training losses over time.

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Commits on Aug 8, 2018

• Added a resume script for bridges.

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• What if we use cuda 9.0 instead of 9.2?

  dbolya

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• Fixed the flush issue in python itself this time.

  dbolya

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• Added automatic flushing to training script.

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  f6ad7a1

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• Updated bridges training script.

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• Added a script to train on bridges.

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Commits on Aug 3, 2018

• Updated the bbox clustering scripts to account for image resizing.

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Commits on Aug 1, 2018

• Stomped out the remaining bugs (finally):

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Commits on Jul 24, 2018

• Created a script that can optimize the average IoU of anchor boxes instead of relying on kmeans to hopefully do that for us.

  dbolya

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Commits on Jul 21, 2018

• Created a script to cluster COCO bbox aspect ratios and scales.

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