tensorflow / tensorflow/models
RuntimeError: Groundtruth tensor boxes has not been provided
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 77.7k
- Forks
- 44.8k
- PR merge metrics
- No merged PRs in 30d
Description
I am working with tensorflow2 object detection API , And I am using faster rcnn model for transfer learning . I was training on Tree dataset scrapped from OpenImages dataset.
When ever training the code in colab it throwing this error ,
INFO:tensorflow:depth of additional conv before box predictor: 0
I0304 09:27:40.777933 139644899932032 convolutional_keras_box_predictor.py:154] depth of additional conv before box predictor: 0
Traceback (most recent call last):
File "/content/models/research/object_detection/model_main_tf2.py", line 113, in <module>
tf.compat.v1.app.run()
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/platform/app.py", line 40, in run
_run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef)
File "/usr/local/lib/python3.7/dist-packages/absl/app.py", line 300, in run
_run_main(main, args)
File "/usr/local/lib/python3.7/dist-packages/absl/app.py", line 251, in _run_main
sys.exit(main(argv))
File "/content/models/research/object_detection/model_main_tf2.py", line 110, in main
record_summaries=FLAGS.record_summaries)
File "/usr/local/lib/python3.7/dist-packages/object_detection/model_lib_v2.py", line 523, in train_loop
dummy_prediction_dict = detection_model.predict(dummy_image, dummy_shapes)
File "/usr/local/lib/python3.7/dist-packages/object_detection/meta_architectures/faster_rcnn_meta_arch.py", line 830, in predict
**side_inputs))
File "/usr/local/lib/python3.7/dist-packages/object_detection/meta_architectures/faster_rcnn_meta_arch.py", line 999, in _predict_second_stage
image_shape, true_image_shapes)
File "/usr/local/lib/python3.7/dist-packages/object_detection/meta_architectures/faster_rcnn_meta_arch.py", line 729, in _proposal_postprocess
anchors, image_shape_2d, true_image_shapes)
File "/usr/local/lib/python3.7/dist-packages/object_detection/meta_architectures/faster_rcnn_meta_arch.py", line 1754, in _postprocess_rpn
) = self._format_groundtruth_data(image_shapes)
File "/usr/local/lib/python3.7/dist-packages/object_detection/meta_architectures/faster_rcnn_meta_arch.py", line 1891, in _format_groundtruth_data
self.groundtruth_lists(fields.BoxListFields.boxes))
File "/usr/local/lib/python3.7/dist-packages/object_detection/core/model.py", line 118, in groundtruth_lists
field))
RuntimeError: Groundtruth tensor boxes has not been provided
It works fine with efficientdet model upto 1000 epochs after then again it giving nan as loss .
I don't know why it throwing this error , what causes this problem .
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Assessment
This issue has not been assessed yet.