Commits · 930ccd92e618db44240163c32efff1b3fb22aa70 · ModelZoo / ResNet50_tensorflow

"vscode:/vscode.git/clone" did not exist on "c15aedf3402cf735b17c1bccad009e91cd51cca1"

14 Feb, 2018 3 commits
- Add encode_background_as_zeros option to the SSDMetaArch class --- now clients... · 930ccd92
  Zhichao Lu authored Feb 09, 2018
```
Add encode_background_as_zeros option to the SSDMetaArch class --- now clients have the option of encoding background targets as an all zeros vector or a one-hot vector with the 0th dimension corresponding to a background prediction.

PiperOrigin-RevId: 185228281
```
  930ccd92
- Remove sharding from the input pipeline. · 8f932583
  Zhichao Lu authored Feb 09, 2018
```
PiperOrigin-RevId: 185222703
```
  8f932583
- Ensure that `ops.matmul_gather_on_zeroth_axis` works with dynamic shapes. · fe31beae
  Zhichao Lu authored Feb 09, 2018
```
PiperOrigin-RevId: 185218732
```
  fe31beae
10 Feb, 2018 1 commit

Merged commit includes the following changes: · 1efe98bb

Zhichao Lu authored Feb 09, 2018

185215255  by Zhichao Lu:

    Stop populating image/object/class/text field when generating COCO tf record.

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185213306  by Zhichao Lu:

    Use the params batch size and not the one from train_config in input_fn

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185209081  by Zhichao Lu:

    Handle the case when there are no ground-truth masks for an image.

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185195531  by Zhichao Lu:

    Remove unstack and stack operations on features from third_party/object_detection/model.py.

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185195017  by Zhichao Lu:

    Matrix multiplication based gather op implementation.

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185187744  by Zhichao Lu:

    Fix eval_util minor issue.

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185098733  by Zhichao Lu:

    Internal change

185076656  by Zhichao Lu:

    Increment the amount of boxes for coco17.

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185074199  by Zhichao Lu:

    Add config for SSD Resnet50 v1 with FPN.

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185060199  by Zhichao Lu:

    Fix a bug in clear_detections.
    This method set detection_keys to an empty dictionary instead of an empty set. I've refactored so that this method and the constructor use the same code path.

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185031359  by Zhichao Lu:

    Eval TPU trained models continuously.

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185016591  by Zhichao Lu:

    Use TPUEstimatorSpec for TPU

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185013651  by Zhichao Lu:

    Add PreprocessorCache to record and duplicate augmentations.

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184921763  by Zhichao Lu:

    Minor fixes for object detection.

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184920610  by Zhichao Lu:

    Adds a model builder test for "embedded_ssd_mobilenet_v1" feature extractor.

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184919284  by Zhichao Lu:

    Added unit tests for TPU, with optional training / eval.

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184915910  by Zhichao Lu:

    Update third_party g3 doc with Mask RCNN detection models.

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184914085  by Zhichao Lu:

    Slight change to WeightSharedConvolutionalBoxPredictor implementation to make things match more closely with RetinaNet.  Specifically we now construct the box encoding and class predictor towers separately rather than having them share weights until penultimate layer.

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184913786  by Zhichao Lu:

    Plumbs SSD Resnet V1 with FPN models into model builder.

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184910030  by Zhichao Lu:

    Add coco metrics to evaluator.

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184897758  by Zhichao Lu:

    Merge changes from github.

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184888736  by Zhichao Lu:

    Ensure groundtruth_weights are always 1-D.

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184887256  by Zhichao Lu:

    Introduce an option to add summaries in the model so it can be turned off when necessary.

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184865559  by Zhichao Lu:

    Updating inputs so that a dictionary of tensors is returned from input_fn. Moving unbatch/unpad to model.py.
    Also removing source_id key from features dictionary, and replacing with an integer hash.

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184859205  by Zhichao Lu:

    This CL is trying to hide those differences by making the default settings work with the public code.

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184769779  by Zhichao Lu:

    Pass groundtruth weights into ssd meta architecture all the way to target assigner.

    This will allow training ssd models with padded groundtruth tensors.

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184767117  by Zhichao Lu:

    * Add `params` arg to make all input fns work with TPUEstimator
    * Add --master
    * Output eval results

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184766244  by Zhichao Lu:

    Update create_coco_tf_record to include category indices

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184752937  by Zhichao Lu:

    Create a third_party version of TPU compatible mobilenet_v2_focal_loss coco config.

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184750174  by Zhichao Lu:

    A few small fixes for multiscale anchor generator and a test.

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184746581  by Zhichao Lu:

    Update jupyter notebook to show mask if provided by model.

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184728646  by Zhichao Lu:

    Adding a few more tests to make sure decoding with/without label maps performs as expected.

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184624154  by Zhichao Lu:

    Add an object detection binary for TPU.

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184622118  by Zhichao Lu:

    Batch, transform, and unbatch in the tflearn interface.

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184595064  by Zhichao Lu:

    Add support for training grayscale models.

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184532026  by Zhichao Lu:

    Change dataset_builder.build to perform optional batching using tf.data.Dataset API

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184330239  by Zhichao Lu:

    Add augment_input_data and transform_input_data helper functions to third_party/tensorflow_models/object_detection/inputs.py

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184328681  by Zhichao Lu:

    Use an internal rgb to gray method that can be quantized.

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184327909  by Zhichao Lu:

    Helper function to return padding shapes to use with Dataset.padded_batch.

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184326291  by Zhichao Lu:

    Added decode_func for specialized decoding.

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184314676  by Zhichao Lu:

    Add unstack_batch method to inputs.py.

    This will enable us to convert batched tensors to lists of tensors. This is compatible with OD API that consumes groundtruth batch as a list of tensors.

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184281269  by Zhichao Lu:

    Internal test target changes.

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184192851  by Zhichao Lu:

    Adding `Estimator` interface for object detection.

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184187885  by Zhichao Lu:

    Add config_util functions to help with input pipeline.

    1. function to return expected shapes from the resizer config
    2. function to extract image_resizer_config from model_config.

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184139892  by Zhichao Lu:

    Adding support for depthwise SSD (ssd-lite) and depthwise box predictions.

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184089891  by Zhichao Lu:

    Fix third_party faster rcnn resnet101 coco config.

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184083378  by Zhichao Lu:

    In the case when there is no object/weights field in tf.Example proto, return a default weight of 1.0 for all boxes.

--

PiperOrigin-RevId: 185215255

1efe98bb

02 Feb, 2018 3 commits
- Resolve commnets · fbc5ba06
  Zhichao Lu authored Feb 02, 2018
  
  fbc5ba06
- Merge branch 'master' into master · 3e05f21a
  pkulzc authored Feb 01, 2018
  
  3e05f21a
- Refactor Resnet and use class-based model (#3216) · 31adae53
  Karmel Allison authored Feb 01, 2018
  
  31adae53
01 Feb, 2018 4 commits

Merge branch 'master' into master · 30f6e477
pkulzc authored Feb 01, 2018

30f6e477
Merge pull request #3288 from MarkDaoust/clear_softmax_warning_mnist · bc509fa8
Neal Wu authored Jan 31, 2018
```
Clear softmax_cross_entropy deprecation warning.
```
bc509fa8
Merge branch 'master' into clear_softmax_warning_mnist · 29ff2d42
Neal Wu authored Jan 31, 2018

29ff2d42

Merged commit includes the following changes: · 7a9934df

Zhichao Lu authored Jan 31, 2018

184048729  by Zhichao Lu:

    Modify target_assigner so that it creates regression targets taking keypoints into account.

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184027183  by Zhichao Lu:

    Resnet V1 FPN based feature extractors for SSD meta architecture in Object Detection V2 API.

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184004730  by Zhichao Lu:

    Expose a lever to override the configured mask_type.

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183933113  by Zhichao Lu:

    Weight shared convolutional box predictor as described in https://arxiv.org/abs/1708.02002

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183929669  by Zhichao Lu:

    Expanding box list operations for future data augmentations.

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183916792  by Zhichao Lu:

    Fix unrecognized assertion function in tests.

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183906851  by Zhichao Lu:

    - Change ssd meta architecture to use regression weights to compute loss normalizer.

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183871003  by Zhichao Lu:

    Fix config_util_test wrong dependency.

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183782120  by Zhichao Lu:

    Add __init__ file to third_party directories.

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183779109  by Zhichao Lu:

    Setup regular version sync.

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183768772  by Zhichao Lu:

    Make test compatible with numpy 1.12 and higher

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183767893  by Zhichao Lu:

    Make test compatible with numpy 1.12 and higher

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183719318  by Zhichao Lu:

    Use the new test interface in ssd feature extractor.

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183714671  by Zhichao Lu:

    Use the new test_case interface for all anchor generators.

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183708155  by Zhichao Lu:

    Change variable scopes in ConvolutionalBoxPredictor such that previously trained checkpoints are still compatible after the change in BoxPredictor interface

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183705798  by Zhichao Lu:

    Internal change.

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183636023  by Zhichao Lu:

    Fixing argument name for np_box_list_ops.concatenate() function.

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183490404  by Zhichao Lu:

    Make sure code that relies in SSD older code still works.

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175743440  by Zhichao Lu:

    Use Toggle instead of bool to make the layout optimizer name and usage consistent with other optimizers.

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174249903  by Zhichao Lu:

    Fix nasnet image classification and object detection by moving the option to turn ON or OFF batch norm training into it's own arg_scope used only by detection

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174216508  by Zhichao Lu:

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174048035  by Zhichao Lu:

    Fix the pointer for downloading the NAS Faster-RCNN model.

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172815204  by Zhichao Lu:

    Allow for label maps in tf.Example decoding.

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172509113  by Zhichao Lu:

    Allow for label maps in tf.Example decoding.

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172475999  by Zhichao Lu:

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172151758  by Zhichao Lu:

    Minor updates to some README files.

    As a result of these friendly issues:
    https://github.com/tensorflow/models/issues/2530
    https://github.com/tensorflow/models/issues/2534

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172147420  by Zhichao Lu:

    Fix illegal summary name and move from slim's get_or_create_global_step deprecated use of tf.contrib.framework* to tf.train*.

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169763373  by Zhichao Lu:

    Fix broken GitHub links in tensorflow and tensorflow_models resulting from The Great Models Move (a.k.a. the research subfolder)

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    Move display strings to below the bounding box if they would otherwise be outside the image.

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PiperOrigin-RevId: 184048729

7a9934df

31 Jan, 2018 11 commits
- Remove last argmax(labels). · 6e611ff4
  Mark Daoust authored Jan 31, 2018
  
  6e611ff4
- Clear softmax_cross_entropy deprecation warning. · 6a7de210
  Mark Daoust authored Jan 23, 2018
```
The `sparse` version is more efficient anyway.

I'm returning the labels shape [1] instead of []
because tf.accuracy fails otherwise.
```
  6a7de210
- Merge pull request #3285 from panyx0718/master · 7ef602be
  Neal Wu authored Jan 31, 2018
```
Remove contacts of ex-Googler
```
  7ef602be
- Remove contacts of exGoogler · ba72997d
  Xin Pan authored Jan 31, 2018
  
  ba72997d
- Merge pull request #3278 from frreiss/cifar-reg · 363d5e19
  Jon Shlens authored Jan 31, 2018
```
Removed unused regularization ops
```
  363d5e19
- Merge branch 'master' into cifar-reg · b212299d
  Karmel Allison authored Jan 31, 2018
  
  b212299d
- Inception: import six in build_imagenet_data.py (#3279) · 7d8a2c0d
  cclauss authored Jan 31, 2018
```
__six__ is used on lines 174 and 175 but is never imported or defined.
```
  7d8a2c0d
- Merge branch 'master' into cifar-reg · 91991363
  Jon Shlens authored Jan 31, 2018
  
  91991363
- Merge pull request #3280 from tensorflow/revert-3227-clear_softmax_warning_mnist · 22ded041
  Neal Wu authored Jan 30, 2018
```
Revert "Clear softmax_cross_entropy deprecation warning."
```
  22ded041
- Revert "Clear softmax_cross_entropy deprecation warning." · 1b71bdbf
  Neal Wu authored Jan 30, 2018
  
  1b71bdbf
- Removed unused regularization ops · 0901496f
  frreiss authored Jan 30, 2018
  
  0901496f
30 Jan, 2018 3 commits
- Update build_imagenet_data.py (#3112) · 6ab25864
  Yuxin Wu authored Jan 30, 2018
  
  6ab25864
- Merge pull request #3258 from cclauss/fix-five-undefined-names · 331e1372
  Neal Wu authored Jan 29, 2018
```
CogMap: Fix five undefined names
```
  331e1372
- Merge branch 'master' into fix-five-undefined-names · eae72a5a
  Neal Wu authored Jan 29, 2018
  
  eae72a5a
29 Jan, 2018 7 commits
- Merge pull request #3153 from StevenHickson/master · 10805b06
  Jon Shlens authored Jan 29, 2018
```
Updated cifar10_input.py to make tensorboard graph more meaningful
```
  10805b06
- Merge branch 'master' into master · 435ee4da
  Jon Shlens authored Jan 29, 2018
  
  435ee4da
- Merge branch 'master' into fix-five-undefined-names · e465b161
  cclauss authored Jan 29, 2018
  
  e465b161
- Merge pull request #3227 from MarkDaoust/clear_softmax_warning_mnist · 17f7d552
  Neal Wu authored Jan 29, 2018
```
Clear softmax_cross_entropy deprecation warning.
```
  17f7d552
- Merge branch 'master' into clear_softmax_warning_mnist · 4714c93d
  Neal Wu authored Jan 29, 2018
  
  4714c93d
- Merge branch 'master' into master · d5e826e3
  Steven Hickson authored Jan 29, 2018
  
  d5e826e3
- Merge branch 'master' into fix-five-undefined-names · b99cba09
  cclauss authored Jan 29, 2018
  
  b99cba09
26 Jan, 2018 8 commits
- MNIST multi-GPU, take 3 (#3257) · fc37f117
  Karmel Allison authored Jan 26, 2018
```
Add multi-GPU option to MNIST
```
  fc37f117
- CogMap: Fix five undefined names · 020efa74
  cclauss authored Jan 27, 2018
  
  020efa74
- Use nightly TensorFlow docker image for tests (#3256) · b1faa20b
  Karmel Allison authored Jan 26, 2018
```
* Using nightly TF docker

* Explicitly pull image
```
  b1faa20b
- Update Readme to reflect new releasing strategy (#3245) · d0aa6081
  Karmel Allison authored Jan 26, 2018
```
* Update readme

* Respond to CR
```
  d0aa6081
- Merge branch 'master' into clear_softmax_warning_mnist · 3f86c8ac
  Neal Wu authored Jan 26, 2018
  
  3f86c8ac
- Merge pull request #2866 from cclauss/patch-13 · 0f2fc58d
  Neal Wu authored Jan 26, 2018
```
CogMap: import logging
```
  0f2fc58d
- Merge branch 'master' into patch-13 · 2310211c
  Neal Wu authored Jan 26, 2018
  
  2310211c
- Merge pull request #2865 from cclauss/patch-6 · 5c760f3e
  Neal Wu authored Jan 26, 2018
```
CogMap: import numpy as np
```
  5c760f3e