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Added Panoptic deeplab #10537

Merged
merged 92 commits into from
Jun 2, 2022
Merged

Added Panoptic deeplab #10537

merged 92 commits into from
Jun 2, 2022

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srihari-humbarwadi
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Description

This PR adds the Panoptic Deeplab architecture described in Panoptic-DeepLab

Type of change

  • A new research paper code implementation

Tests

  • python -m official.vision.beta.projects.panoptic_maskrcnn.modeling.heads.panoptic_deeplab_heads_test
  • python -m official.vision.beta.projects.panoptic_maskrcnn.modeling.factory_test
  • python -m official.vision.beta.projects.panoptic_maskrcnn.modeling.panoptic_deeplab_model_test
  • python -m official.vision.beta.projects.panoptic_maskrcnn.modeling.layers.panoptic_deeplab_merge_test
  • python -m official.vision.beta.projects.panoptic_maskrcnn.tasks.panoptic_deeplab_test

Checklist

@srihari-humbarwadi
Added PanopticDeepLabFusion layer
54fae04
@srihari-humbarwadi
added new feature_fusion: panoptic_deeplab_fusion
78949f9
@srihari-humbarwadi
added tests for panoptic_deeplab_fusion
c8e0233
@srihari-humbarwadi
added kernel_size param for SegmentationHead
e257b29
@srihari-humbarwadi
added InstanceCenterHead
6742d61
@srihari-humbarwadi
added tests for InstanceCenterHead
a6a14de
@srihari-humbarwadi
added PanopticDeeplabModel
6ee54a6
@srihari-humbarwadi
added tests for PanopticDeeplabModel
8a8d5fa
@srihari-humbarwadi
added build_panoptic_deeplab in panoptic factory
c3282ab
@srihari-humbarwadi
added tests for build_panoptic_deeplab in panoptic factory
ac67130
@srihari-humbarwadi
Merge branch 'panoptic-segmentation' into panoptic-deeplab-modeling
09d9656
@srihari-humbarwadi
Revert "added kernel_size param for SegmentationHead"
4dc4f6c 
This reverts commit e257b29.
@srihari-humbarwadi
Revert "added new feature_fusion: panoptic_deeplab_fusion"
29ab89c 
This reverts commit 78949f9.
@srihari-humbarwadi
Revert "added tests for panoptic_deeplab_fusion"
cbe4739 
This reverts commit c8e0233.
@srihari-humbarwadi
Revert "added InstanceCenterHead"
7e6c550 
This reverts commit 6742d61.
@srihari-humbarwadi
Revert "added tests for InstanceCenterHead"
01685ee 
This reverts commit a6a14de.
@srihari-humbarwadi
implemneted PanopticDeeplabHead
ecbc5cb
@srihari-humbarwadi
added tests for PanopticDeeplabHead
abee356
@srihari-humbarwadi
use SemanticHead and InstanceHead from panoptic_deeplab_heads
31a8e46
@srihari-humbarwadi
added configs for SemanticHead and InstanceHead
2ad1ec1
@srihari-humbarwadi
Merge branch 'tensorflow:master' into panoptic-deeplab-modeling
d751119
@srihari-humbarwadi
revert misc changes
df60a19
@srihari-humbarwadi
fixed import error
e0a91f2
@srihari-humbarwadi
move PanopticDeepLabFusion into project dir
75f304d
@srihari-humbarwadi
Revert "Added PanopticDeepLabFusion layer"
7865791 
This reverts commit 54fae04.
@srihari-humbarwadi
Merge branch 'panoptic-segmentation' into panoptic-deeplab-modeling
c127d52
@srihari-humbarwadi
import code PostProcessor code from deeplab2
2d739bb
@srihari-humbarwadi
added post processing layer
4ace44b
@srihari-humbarwadi
added config for post processing layer
8b60a5a
@srihari-humbarwadi
Merge branch 'tensorflow:master' into panoptic-deeplab-modeling
7479dbb
@srihari-humbarwadi
Merge branch 'tensorflow:master' into panoptic-deeplab
8b641b1
@srihari-humbarwadi
use DSConv2D in heads
1408d2c
@srihari-humbarwadi
fixed import paths
5e54ed8
@srihari-humbarwadi
Merge pull request #16 from srihari-humbarwadi/panoptic-deeplab-DSConv2D
0530009 
Use `depthwise_separable_conv2d`
@srihari-humbarwadi
Merge branch 'tensorflow:master' into panoptic-deeplab
cb7e265
@srihari-humbarwadi
added panoptic_deeplab_policy
0692e42
@srihari-humbarwadi
enable AutoAugment augmentation
a7b55e8
@srihari-humbarwadi
fix runtime dtype
170eb70
@srihari-humbarwadi
fixed dtype bug in resize_and_rescale_offsets
b9bd2f1
@srihari-humbarwadi
Merge pull request #17 from srihari-humbarwadi/panoptic-deeplab-augme…
adf0c8e 
…ntation

Added AutoAugment
@srihari-humbarwadi
set pool_kernel_size and dropout_rate for ASPP
14f4c9d
@srihari-humbarwadi
Merge branch 'tensorflow:master' into panoptic-deeplab
054d11f
@srihari-humbarwadi
compute top_k loss per sample
6ab9251
@srihari-humbarwadi
Merge pull request #18 from srihari-humbarwadi/panoptic-deeplab-topk-fix
686a287 
Fixes semantic loss `top_k` computation
@srihari-humbarwadi
Merge branch 'tensorflow:master' into panoptic-deeplab
44f6d51
@srihari-humbarwadi
use stem_type=v1 in resnet
11adf3e
@srihari-humbarwadi
Merge pull request #19 from srihari-humbarwadi/panoptic-deeplab-resne…
b4cd335 
…t50_fix

Use ResNet v1 as default backbone
arashwan
arashwan reviewed Apr 26, 2022
View reviewed changes
official/vision/beta/projects/panoptic_maskrcnn/configs/panoptic_deeplab.py Outdated Show resolved Hide resolved
official/vision/beta/projects/panoptic_maskrcnn/configs/panoptic_deeplab.py Outdated Show resolved Hide resolved
official/vision/beta/projects/panoptic_maskrcnn/dataloaders/panoptic_deeplab_input.py Outdated Show resolved Hide resolved
official/vision/beta/projects/panoptic_maskrcnn/losses/panoptic_deeplab_losses.py Outdated Show resolved Hide resolved
official/vision/beta/projects/panoptic_maskrcnn/losses/panoptic_deeplab_losses.py Show resolved Hide resolved
official/vision/beta/projects/panoptic_maskrcnn/losses/panoptic_deeplab_losses.py Show resolved Hide resolved
official/vision/beta/projects/panoptic_maskrcnn/modeling/factory.py Outdated Show resolved Hide resolved
official/vision/beta/projects/panoptic_maskrcnn/modeling/layers/fusion_layers.py Outdated Show resolved Hide resolved
official/vision/beta/projects/panoptic_maskrcnn/modeling/panoptic_deeplab_model_test.py Show resolved Hide resolved
@arashwan arashwan added the ready to pull ready to pull (create internal pr review and merge automatically) label May 20, 2022
copybara-service bot pushed a commit that referenced this pull request Jun 2, 2022
@tensorflower-gardener
Merge pull request #10537 from srihari-humbarwadi:panoptic-deeplab
3e3b0c6 
PiperOrigin-RevId: 452568716
@copybara-service copybara-service bot merged commit 5290234 into tensorflow:master Jun 2, 2022
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Reviewers

@arashwan arashwan arashwan approved these changes

@xianzhidu xianzhidu Awaiting requested review from xianzhidu

@yeqingli yeqingli Awaiting requested review from yeqingli yeqingli is a code owner

@saberkun saberkun Awaiting requested review from saberkun

@rachellj218 rachellj218 Awaiting requested review from rachellj218 rachellj218 is a code owner

@jaeyounkim jaeyounkim Awaiting requested review from jaeyounkim

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@srihari-humbarwadi @arashwan