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CenterNet: Objects as Points paper #37

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@anivegesana anivegesana commented May 12, 2021

Description

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Check List

  • JOSS Guidelines followed.
    • All functions, classes, and modules are reasonably documented
    • Added test cases
    • All test cases passed

anivegesana and others added 30 commits February 3, 2021 15:33
@anivegesana
Add kp_module
f25ac18
@anivegesana
Some bug fixes
8d27225
@anivegesana
Doesn't crash anymore
d30d4b0
@anivegesana
Some very basic documentation
ab739f7
@davidliii
backbone and hourglass, TODO: pre-heatmap layers
831956c
@anivegesana
Reorganize code
e7905b5
@anivegesana
Remove order parameter and infer it from the filter sizes
889c8a6
@jacklecroy
Add gaussian penalty function
b31f2c7
@davidliii
finished backbone, adding documentation+tests
b46871c
@anivegesana
Use regular Conv2D
4a30485
@anivegesana
Copy losses from ODAPI
c73c740
@davidliii
cleaned and updated tests
a00fd78
added gaussian utils
b33d386
@davidliii
built basic config loader, adapted tests
48d652c
@jacklecroy
add parser centernet
1cbfc42
@anivegesana
Add test cases
19f6b4c
@anivegesana
Bug fix
49d5e80
@anivegesana @davidliii
Restructured backbone
fd1102a 
Co-Authored-By: David Li <davidliii@users.noreply.github.com>
@anivegesana @davidliii
Remove old backbone implementation
b2314ee 
Co-Authored-By: David Li <davidliii@users.noreply.github.com>
@anivegesana @davidliii
Bug fixes
c6a23e0 
There was no initial convolution before when there was one in Google's 
code. The residual connection between hourglasses didn't match before, 
now they do. Before, the final residual downsampled. Now it doesn't.

Co-Authored-By: David Li <davidliii@users.noreply.github.com>
@anivegesana
Some changes to the Hourglass configs
ef6cf21
@anivegesana
Merge pull request #21 from PurdueCAM2Project/centernet-backbone
c5a86f1 
Hourglass Backbone
@davidliii @anivegesana
I am dumb. You are right David. We need the YOLO ConvBN.
b85dbdd
@davidliii
wrote head and conv nn_block + tests (adding more)
6fbef32
@anivegesana
Add test cases for gaussian_radius
5415f9a
@anivegesana
Add base code for OD task
037e78c
@patel996
loss_utils.py for helper functions
fd4eaed
@jacklecroy
Create tensors
1a7cae1
@anivegesana @yeungjosh
Correct bug in Gaussian ground truth
17fd954 
Co-Authored-By: Josh <yeungjosh@users.noreply.github.com>
@davidliii
bias initialization + more tests
9e5ff89
davidliii and others added 29 commits April 19, 2021 16:10
@davidliii
fixed box widths
1ba96ba
@davidliii
Merge branch 'centernet-task' of https://github.com/PurdueCAM2Project…
d7d88bb 
…/TensorFlowModels into centernet-task
@davidliii
getting stuck in standard_runner loop
0021a43
@davidliii
log statements
716b4ec
@davidliii
removed old ground truth builder
bf95680
@davidliii
Merge branch 'centernet-task' of https://github.com/PurdueCAM2Project…
9f0f747 
…/TensorFlowModels into centernet-task
@davidliii
killed?
28923c9
@davidliii
got rid of logging statements
ef87694
@davidliii
try getting rid of corner labels
10dc0fd
@davidliii
trying moving gt builder to loss
aa1d19a
@davidliii
using gt builder in loss
2a3439e
@davidliii
config update
b461e36
@davidliii
eval runs now, debugging detgen
70215ac
@davidliii
issue likely not in det generator
21dc2c1
@davidliii
tested odapi conv block padding
8f69cd2
@davidliii
moved box normalization params to config
0cea19c
@davidliii
new residual block for centernet, ready to eval
58d736f
@davidliii
config update
55a0393
@davidliii
backbone validation
1d9a44d
@davidliii
Merge branch 'centernet-task' of https://github.com/PurdueCAM2Project…
2b8b90b 
…/TensorFlowModels into centernet-task
@davidliii
documentation + config cleanup
904f164
@davidliii
modeling documentation
217903c
@davidliii
eval normalization
c50c5eb
@davidliii
normalization to datapipline
93e2a13
@davidliii
documentation, normalization in config
dca114c
@davidliii
tested eval for new preprocessing on vm
a586758
@anivegesana
Create README.md
516bd68
@anivegesana
Create requirements.txt
a14b489
@anivegesana
Merge pull request #35 from PurdueCAM2Project/centernet-task
5650563 
CenterNet task
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5 participants

@anivegesana @davidliii @jacklecroy @patel996