Commits · b9c6111813e44fe4b28883292c2fa1bc90a54e05 · ModelZoo / ResNet50_tensorflow

02 Sep, 2021 1 commit
- Implement embedding based similarity mask head for DeepMAC. · 3324d816
  Vighnesh Birodkar authored Sep 02, 2021
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  3324d816
01 Sep, 2021 1 commit
- New centernet multi-pose postprocessing logics that avoid using topk op which · 163ca152
  Yu-hui Chen authored Aug 31, 2021
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runs much slower in the browser.

PiperOrigin-RevId: 394148346
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  163ca152
19 Jul, 2021 1 commit
- Add box consistency loss in DeepMAC. · 1cbb7a7d
  Vighnesh Birodkar authored Jul 19, 2021
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  1cbb7a7d
16 Jun, 2021 1 commit

Updated post-processing logics for MoveNet, including: · e39f2477

Yu-hui Chen authored Jun 15, 2021

1) Added the score-to-scaled-distance ranking method.
2) Added the gaussian-weighted ranking method.
3) Added the hyperparameter used in the rescoring function.

PiperOrigin-RevId: 379646603

e39f2477

03 Jun, 2021 1 commit

Adding head customization parameters to `ObjectDetection` and `MaskEstimation`... · ec52ef2d

Ronny Votel authored Jun 03, 2021

Adding head customization parameters to `ObjectDetection` and `MaskEstimation` CenterNet proto messages.

PiperOrigin-RevId: 377280733

ec52ef2d

17 May, 2021 1 commit
- Add symmetric jitter option. · 9b0f2ee6
  Vighnesh Birodkar authored May 17, 2021
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  9b0f2ee6
11 May, 2021 1 commit
- Internal change. · 6d6cd4ac
  A. Unique TensorFlower authored May 11, 2021
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PiperOrigin-RevId: 373140072
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  6d6cd4ac
06 May, 2021 1 commit
- Standardize fine tune checkpoints across all TF2 models. · aa3e639f
  Vighnesh Birodkar authored May 06, 2021
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  aa3e639f
05 May, 2021 1 commit
- Updated the model builder and feature extractor such that the upsampling · e7c57743
  Yu-hui Chen authored May 05, 2021
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interpolation method is configurable.

PiperOrigin-RevId: 372198977
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  e7c57743
28 Apr, 2021 1 commit
- Refactor random jitter boxes and support expansion only mode. · f5955367
  Vighnesh Birodkar authored Apr 28, 2021
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  f5955367
24 Apr, 2021 1 commit
- Release deepmac changes to CenterNet proto. · cadd143a
  Vighnesh Birodkar authored Apr 24, 2021
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PiperOrigin-RevId: 370255238
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  cadd143a
31 Mar, 2021 1 commit
- Updating CenterNet Feature Extractors to plumb through model specific parameters. · 72d37b69
  Ronny Votel authored Mar 31, 2021
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PiperOrigin-RevId: 366134194
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  72d37b69
30 Mar, 2021 3 commits
- Enable name based definition of keras initializers in hyperparams. · 718b3070
  Austin Myers authored Mar 30, 2021
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  718b3070
- Allow setting pointwise initializer and regularizer when use_depthwise is true. · f55a0eb2
  Austin Myers authored Mar 30, 2021
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  f55a0eb2
- Register GIOU loss in losses.proto & losses_builder. · 5c7ec0df
  A. Unique TensorFlower authored Mar 30, 2021
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This CL register a pre-defined GIOU loss to the losses.proto and losses_builder so that the GIOU loss can be correctly called & built when GIOU loss is specified in the loss config file.

PiperOrigin-RevId: 365891022
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  5c7ec0df
25 Mar, 2021 1 commit
- Simplify dummy computation to ensure all model variables are built properly. · 08273bc2
  Austin Myers authored Mar 24, 2021
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  08273bc2
24 Mar, 2021 1 commit
- Updated the logcis such that the CenterNet prediction head architectures are configurable. · 6e5c5a1b
  Yu-hui Chen authored Mar 23, 2021
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  6e5c5a1b
17 Mar, 2021 1 commit
- Updated the target assigner and centernet meta arch such that it supports the · fe816dc2
  Yu-hui Chen authored Mar 17, 2021
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use case which uses the keypoint location to determine the object center
location and heatmap.

PiperOrigin-RevId: 363522414
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  fe816dc2
09 Mar, 2021 1 commit
- INTERNAL_CHANGE · aa7dbd59
  A. Unique TensorFlower authored Mar 09, 2021
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  aa7dbd59
25 Feb, 2021 1 commit
- Updating hyperparameters for CenterNet that together make a sizable impact to keypoint performance. · 776cb1ca
  Ronny Votel authored Feb 24, 2021
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PiperOrigin-RevId: 359406239
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  776cb1ca
24 Feb, 2021 1 commit
- Extended CenterNet model to predict keypoint depth information. · 0c85c06c
  Yu-hui Chen authored Feb 24, 2021
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PiperOrigin-RevId: 359344675
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  0c85c06c
05 Feb, 2021 1 commit
- Add support for dice loss. · f8b0f1dd
  Vighnesh Birodkar authored Feb 05, 2021
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  f8b0f1dd
29 Jan, 2021 1 commit
- Add opional Non-Max Suppression in CenterNet · 6559ed14
  Vivek Rathod authored Jan 29, 2021
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  6559ed14
26 Jan, 2021 1 commit
- Use dataset weights to weight the number of input readers · d04c9e9b
  Yoni Ben-Meshulam authored Jan 25, 2021
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  d04c9e9b
22 Jan, 2021 1 commit

Updated the tf_example decoder and decoder builders to parse the keypoint... · 624ac92d

Yu-hui Chen authored Jan 22, 2021

Updated the tf_example decoder and decoder builders to parse the keypoint depth features from the input tf.Example.

PiperOrigin-RevId: 353305509

624ac92d

19 Jan, 2021 1 commit
- Adds FreezableSyncBatchNormalization to the Object Detection API. · 2b566593
  Austin Myers authored Jan 19, 2021
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  2b566593
05 Dec, 2020 1 commit

Context R-CNN Updates: Added capabilities to use multi-headed or multi-layered... · 30b1c958

Sara Beery authored Dec 04, 2020

Context R-CNN Updates: Added capabilities to use multi-headed or multi-layered attention, to place the attention heads pre- or post-second stage feature extraction, and to work with embedded features in the context feature back from pre- or post-second stage feature extraction. Added an option for RPN feature map crops to be piped through to model outputs.

PiperOrigin-RevId: 345777219

30b1c958

04 Dec, 2020 3 commits
- Piping image id lists for context features for attention visualization · f6b4cbcd
  Sara Beery authored Dec 04, 2020
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DEFAULT_VALUE_OK=setting prefetch batches default to 2 as using -1 can cause memory issues for some models such as context r-cnn that use sequence examples.

PiperOrigin-RevId: 345682268
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  f6b4cbcd
- Add checkpoint type 'full' to SSD meta arch. · 78f0e355
  Vighnesh Birodkar authored Dec 04, 2020
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  78f0e355
- Improve testing and documentation for weighted dataset sampling. · b4499b90
  Yoni Ben-Meshulam authored Dec 03, 2020
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  b4499b90
14 Nov, 2020 1 commit
- Add a preprocessing method to adjust gamma. · ec4b78f3
  A. Unique TensorFlower authored Nov 13, 2020
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PiperOrigin-RevId: 342373365
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  ec4b78f3
07 Nov, 2020 1 commit
- Cleanup COCO eval code and enable reporting all metrics with per category metrics. · 2bde2485
  Vighnesh Birodkar authored Nov 07, 2020
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  2bde2485
26 Oct, 2020 1 commit
- Adds a "drop_remainder" option for input readers to handle "exact" evals when batch_size>1. · cdd0347a
  Jonathan Huang authored Oct 26, 2020
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  cdd0347a
22 Oct, 2020 1 commit
- Add support in label map proto for LVIS specific fields. · c04eea1e
  Jonathan Huang authored Oct 22, 2020
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  c04eea1e
21 Oct, 2020 1 commit
- Implement sparse version of coordinates_to_heatmap for memory savings. · 7271dc97
  Vighnesh Birodkar authored Oct 21, 2020
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  7271dc97
08 Oct, 2020 1 commit

Introduce weighted dataset sampling to TF Object Detection. · 5d92fa8d

Yoni Ben-Meshulam authored Oct 08, 2020

When InputReader.sample_from_datasets_weights is set, we apply these to sample individual input files.

PiperOrigin-RevId: 336128228

5d92fa8d

26 Sep, 2020 1 commit
- Support to use separable_conv in CenterNet task head. · 2ebe7c3c
  Liangzhe Yuan authored Sep 25, 2020
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PiperOrigin-RevId: 333840074
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  2ebe7c3c
09 Sep, 2020 1 commit

Add a temporal offset prediction head to improve tracking accuracy, similar to... · 54d2baa4

A. Unique TensorFlower authored Sep 09, 2020

Add a temporal offset prediction head to improve tracking accuracy, similar to "Tracking Objects as Points"(https://arxiv.org/abs/2004.01177).
Notice that the original paper requires a change to the input pipeline, which is not included in this commit.

PiperOrigin-RevId: 330796987

54d2baa4

02 Sep, 2020 1 commit
- Adds option to aggregate COCO metrics across "supercategories". · 3f3ecc47
  Jonathan Huang authored Sep 01, 2020
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PiperOrigin-RevId: 329650549
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  3f3ecc47
31 Aug, 2020 1 commit
- Changing default number of prefetch batches to -1 (i.e. Autotune). · 999fd0f5
  A. Unique TensorFlower authored Aug 31, 2020
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  999fd0f5