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CenterNet: Objects as Points paper - #37

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anivegesana wants to merge 157 commits into

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centernet-oap

Open

CenterNet: Objects as Points paper#37
anivegesana wants to merge 157 commits into
mainfrom
centernet-oap

Commits on Feb 3, 2021
- Add kp_module
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- Some bug fixes
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- Doesn't crash anymore
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- Some very basic documentation
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Commits on Feb 4, 2021
- backbone and hourglass, TODO: pre-heatmap layers
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- Reorganize code
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- Remove order parameter and infer it from the filter sizes
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- Add gaussian penalty function
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Commits on Feb 6, 2021
- finished backbone, adding documentation+tests
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Commits on Feb 8, 2021
- Use regular Conv2D
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- Copy losses from ODAPI
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  c73c740
- cleaned and updated tests
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- added gaussian utils
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- built basic config loader, adapted tests
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Commits on Feb 10, 2021
- add parser centernet
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- Add test cases
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Commits on Feb 11, 2021
- Bug fix
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- Restructured backbone
  
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- Remove old backbone implementation
  
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- Bug fixes
  
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- Some changes to the Hourglass configs
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- Merge pull request #21 from PurdueCAM2Project/centernet-backbone
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Commits on Feb 14, 2021
- I am dumb. You are right David. We need the YOLO ConvBN.
  
  davidliii
  authored and
  anivegesana
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  b85dbdd
- wrote head and conv nn_block + tests (adding more)
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- Add test cases for gaussian_radius
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- Add base code for OD task
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- loss_utils.py for helper functions
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Commits on Feb 15, 2021
- Create tensors
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- Correct bug in Gaussian ground truth
  
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Commits on Feb 16, 2021
- bias initialization + more tests
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  9e5ff89
- implement penalty reduced local loss
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- moved code to decoder directory
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- added config
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- implement l1 localization loss
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- New config format
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Commits on Feb 17, 2021
- updated build and test for new cfg format
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- More accurate hyperparameter naming
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- Merge branch 'centernet-backbone' into centernet-head
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- Merge pull request #22 from PurdueCAM2Project/centernet-head
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- Merge remote-tracking branch 'origin/centernet-oap' into centernet-loss
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- Add build_model function and change some basic formatting
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Commits on Feb 19, 2021
- Adapt TF1 version of absolute_difference to TF2
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Commits on Feb 23, 2021
- finished build_model, passes base tests
  davidliii
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- Merge branch 'centernet-task' of https://github.com/PurdueCAM2Project/TensorFlowModels into centernet-task
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Commits on Feb 24, 2021
- moved CenterNet_test out of layers directory
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- Another test case
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Commits on Feb 25, 2021
- update comments
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- update
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- Add log2 and log3
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- Temporary fix to different calling conventions in ODAPI loss and Keras loss
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- More closely follow TFVision conventions
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- get_config in penalty_reduced_logistic_focal_loss
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- Start using tf.Variable
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- merge
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- Remove variable
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  6e796a3
- restructured decoder to functional style
  davidliii
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  ab247a4
- updated centernet task test
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Commits on Feb 26, 2021
- Test object detection losses
  patel996
  authored
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- mine
  Joshua Yeung
  committed
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- Merge branch 'centernet-groundtruth' of github.com:PurdueCAM2Project/TensorFlowModels into centernet-groundtruth
  Joshua Yeung
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Commits on Mar 1, 2021
- Visually show heatmaps
  anivegesana
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  9538924
- added build_inputs template and fixed centernet parser
  Joshua Yeung
  committed
  8e52e3a
- fixed tests for merge
  davidliii
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Commits on Mar 5, 2021
- update utils with more functions
  patel996
  committed
  a79bc4d
- weightloading + minor changes to model components
  davidliii
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Commits on Mar 8, 2021
- documented + number weights tracking
  davidliii
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  c4af966
- fixed up some tests
  davidliii
  committed
  b6a421e
- Merge pull request #26 from PurdueCAM2Project/centernet-loss
  anivegesana
  authored
  70a592b
- Merge pull request #25 from PurdueCAM2Project/centernet-task
  anivegesana
  authored
  57772cb
- Merge branch 'centernet-groundtruth' into centernet-oap
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Commits on Mar 9, 2021
- Rename inputs to match loss names
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Commits on Mar 10, 2021
- loss testing
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- Merge branch 'centernet-oap' into centernet-loss
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- fix the filename
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- remove test from main
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- detection generator
  davidliii
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- need to merge from yolo_debug
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- Merge branch 'yolo_debug' into centernet-task
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Commits on Mar 11, 2021
- Merge branch 'centernet-oap' into centernet-loss
  anivegesana
  committed
  a51226d
- Merge pull request #28 from PurdueCAM2Project/centernet-loss
  anivegesana
  authored
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- demo working, adding docs later
  davidliii
  committed
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Commits on Mar 12, 2021
- detection generator finished
  davidliii
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- comment fix
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Commits on Mar 15, 2021
- moved groundtruth to preprocessing ops
  Joshua Yeung
  committed
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Commits on Mar 17, 2021
- Factorize out heatmap function
  anivegesana
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- Merge branch 'centernet-oap' into centernet-groundtruth-tfvar
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- Code to show heatmaps again
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- Merge branch 'centernet-groundtruth-tfvar' into centernet-dataaug
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- add input test
  Joshua Yeung
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- add input test
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Commits on Mar 20, 2021
- added batch sizes to centernet
  Joshua Yeung
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  ec9242a
- Get it to run again
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- Parallel Gaussian penalty
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Commits on Mar 21, 2021
- Make code ugly to make it work better in TF
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Commits on Mar 23, 2021
- Remove batches
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Commits on Mar 29, 2021
- working on testing validation
  davidliii
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- Merge branch 'centernet-dataaug' into centernet-task
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Commits on Apr 1, 2021
- build inputs
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Commits on Apr 5, 2021
- yaml, task, and model changes
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- still working through errors when running train
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Commits on Apr 7, 2021
- getting to eval step, but errors in build_losses
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- task uses parser config params
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Commits on Apr 9, 2021
- added box indices and masks to build_label
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- new loss and ground truth
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Commits on Apr 10, 2021
- build_metrics
  Feny Patel
  committed
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Commits on Apr 12, 2021
- eval running, can try on vm
  davidliii
  committed
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- Merge branch 'centernet-task' of https://github.com/PurdueCAM2Project/TensorFlowModels into centernet-task
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  committed
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- testing on vm
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- Merge branch 'centernet-task' of https://github.com/PurdueCAM2Project/TensorFlowModels into centernet-task
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- dataloader
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- train step
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Commits on Apr 13, 2021
- tpu config
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- tpu experiment config
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- tpu stuff
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- getting cannot build error
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Commits on Apr 14, 2021
- testing
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- casting in det gen
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- added cast option to config
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Commits on Apr 15, 2021
- fix model build on tpu
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  committed
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Commits on Apr 16, 2021
- model build & inputs on TPU
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- testing
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Commits on Apr 18, 2021
- removed loops from gt builder, need to test speed
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- new hm builder ~8x faster on GPU, todo test on TPU
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- added documentation, also is now 16x faster
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Commits on Apr 19, 2021
- testing on tpu
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- dataset iterator test
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- class offset, checking if parser outputs are valid
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  a5f016d
- works on tpu
  davidliii
  committed
  b92ba42
- fixed box widths
  davidliii
  committed
  1ba96ba
- Merge branch 'centernet-task' of https://github.com/PurdueCAM2Project/TensorFlowModels into centernet-task
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  committed
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Commits on Apr 20, 2021
- getting stuck in standard_runner loop
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- log statements
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  committed
  716b4ec
- removed old ground truth builder
  davidliii
  committed
  bf95680
- Merge branch 'centernet-task' of https://github.com/PurdueCAM2Project/TensorFlowModels into centernet-task
  davidliii
  committed
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- killed?
  davidliii
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- got rid of logging statements
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Commits on Apr 21, 2021
- try getting rid of corner labels
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  10dc0fd
- trying moving gt builder to loss
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  aa1d19a
- using gt builder in loss
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- config update
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- eval runs now, debugging detgen
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Commits on Apr 26, 2021
- issue likely not in det generator
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  21dc2c1
- tested odapi conv block padding
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- moved box normalization params to config
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Commits on Apr 28, 2021
- new residual block for centernet, ready to eval
  davidliii
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- config update
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  committed
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- backbone validation
  davidliii
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  1d9a44d
- Merge branch 'centernet-task' of https://github.com/PurdueCAM2Project/TensorFlowModels into centernet-task
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  committed
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Commits on Apr 29, 2021
- documentation + config cleanup
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Commits on Apr 30, 2021
- modeling documentation
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- eval normalization
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- normalization to datapipline
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- documentation, normalization in config
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- tested eval for new preprocessing on vm
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Commits on May 12, 2021
- Create README.md
  anivegesana
  authored
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- Create requirements.txt
  anivegesana
  authored
  a14b489
- Merge pull request #35 from PurdueCAM2Project/centernet-task
  anivegesana
  authored
  5650563

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