tensorflow/models

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Models and examples built with TensorFlow

Stars: 77.7k
Forks: 44.8k
Open beginner issues: 1
Indexed issues: 1.1k

Dominant language: Python
License: No license data
Last GitHub push: Sep 10, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: help wanted
PR merge metrics: No merged PRs in 30d

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1,068 open issues indexed

model_main_tf2.py : Dst tensor is not initialized Open

models:research:odapi type:bug

tensorflow/models#9812 · 1 comment · 3 assignees · Opened Mar 19, 2021
Object detection models pipeline config parameters Open

models:research:odapi type:support

tensorflow/models#9811 · 1 comment · 3 assignees · Opened Mar 19, 2021
Inference on quantized model Open

models:research:odapi type:bug

tensorflow/models#9810 · 1 comment · 3 assignees · Opened Mar 19, 2021
Training fails on - faster_rcnn_resnet101 - Error : Groundtruth tensor boxes has not been provided - Open

models:research:odapi type:bug

tensorflow/models#9808 · 11 comments · 3 reactions · 3 assignees · Opened Mar 18, 2021
How to perform security scan (from tools like Fortify) on Tensorflow model (Faster RCNN inception). Or are these modules already security certified. Open

models:research:odapi type:support

tensorflow/models#9804 · 3 assignees · Opened Mar 17, 2021
TransUNet Open

models:research type:feature

tensorflow/models#9800 · 3 comments · 1 assignee · Opened Mar 16, 2021
object_detection tensorflow 1 models not correctly fine-tuned during training Open

models:research:odapi type:bug

tensorflow/models#9791 · 3 assignees · Opened Mar 11, 2021
When using RetinaNet model, the data set needs TFRecord format and cannot be found Open

models:research:odapi type:docs

tensorflow/models#9790 · 3 comments · 3 assignees · Opened Mar 11, 2021
Training LSTM Object Detection on multiple GPUs Open

models:research type:docs

tensorflow/models#9788 · 1 assignee · Opened Mar 10, 2021
Verbosity Config During Training Open

models:research:odapi type:support

tensorflow/models#9786 · 3 assignees · Opened Mar 10, 2021
Adding Support for MLFlow Experimentation using Graph Model Open

models:research:odapi type:support

tensorflow/models#9778 · 2 comments · 5 assignees · Opened Mar 5, 2021
google.protobuf.text_format.ParseError: 1:2 : Extension "net" not registered. Did you import the _pb2 module which defines it Open

models:research:odapi type:bug

tensorflow/models#9777 · 3 assignees · Opened Mar 4, 2021
RuntimeError: Groundtruth tensor boxes has not been provided Open

models:research:odapi type:bug

tensorflow/models#9775 · 3 assignees · Opened Mar 4, 2021
tensorflow2 object detection API _training process_ Open

models:research:odapi type:support

tensorflow/models#9774 · 3 comments · 3 assignees · Opened Mar 4, 2021
During training checkpoints are being saved, also the last version of the trained model, which might not be the best model. So there should be an option to save the best model as well. Open

models:research:odapi type:feature

tensorflow/models#9771 · 19 comments · 3 assignees · Opened Mar 3, 2021
AutoAugment posterize typo Open

models:research type:bug

tensorflow/models#9770 · 1 assignee · Opened Mar 3, 2021
Earlystopping and ModelCheckpoint callbacks Open

models:research:odapi type:feature

tensorflow/models#9766 · 10 comments · 5 reactions · 3 assignees · Opened Mar 1, 2021
What is the current status of being able to convert EfficientDet models to .tflite? Open

models:research:odapi type:feature

tensorflow/models#9751 · 2 comments · 1 reaction · 3 assignees · Opened Feb 25, 2021
How can we optimize models to speed up session creation and cuda memory allocation for reducing initial load time and saving some time in overall evaluation computation ? Open

models:research:odapi type:performance type:support

tensorflow/models#9750 · 3 comments · 5 assignees · Opened Feb 24, 2021
Load Trained Model From Checkpoint - NotFoundError Open

models:research:odapi type:bug

tensorflow/models#9743 · 3 comments · 3 assignees · Opened Feb 22, 2021
ValueError: faster_rcnn_inception_v2 is not supported. See `model_builder.py`. Open

models:research:odapi type:support

tensorflow/models#9742 · 2 comments · 3 assignees · Opened Feb 21, 2021
Pretrained weights for deep_speech models Open

models:research type:feature

tensorflow/models#9740 · 1 assignee · Opened Feb 20, 2021
ODAPI failed to initiate by running into runtime error. Open

models:research:odapi type:bug

tensorflow/models#9735 · 8 comments · 3 assignees · Opened Feb 18, 2021
Fails to start CenterNet HourGlass104 1024x1024 training process Open

models:research:odapi type:support

tensorflow/models#9729 · 3 comments · 1 reaction · 3 assignees · Opened Feb 15, 2021
EdgeTPU Mobilenet Training Fails Open

models:research type:support

tensorflow/models#9721 · 5 comments · 3 assignees · Opened Feb 9, 2021
Question on the mobileNetV2 convergence time. Open

models:research type:support

tensorflow/models#9719 · 2 assignees · Opened Feb 8, 2021
SSD Mobilenet v2 reported as 320x320 but is 300x300 Open

models:research:odapi type:bug

tensorflow/models#9715 · 1 comment · 2 reactions · 3 assignees · Opened Feb 7, 2021
[DeepLab] How to use my own tf_initial_checkpoint, specifically the resulting graph from a model trained on deeplab the usual way on another dataset? Open

models:research type:support

tensorflow/models#9714 · 3 assignees · Opened Feb 7, 2021
Object Detection API installation fails on a Raspberry Pi 4 Open

models:research:odapi type:bug

tensorflow/models#9711 · 3 comments · 3 assignees · Opened Feb 7, 2021
Problem when there are several boxes in a same image Open

models:research:odapi type:bug

tensorflow/models#9710 · 1 reaction · 3 assignees · Opened Feb 6, 2021
floating precision & bfloat on GPU Open

models:research:odapi type:support

tensorflow/models#9708 · 2 comments · 3 assignees · Opened Feb 6, 2021
NotImplementedError: Cannot convert a symbolic Tensor (strided_slice:0) to a numpy array. Open

models:research:odapi type:bug

tensorflow/models#9706 · 67 comments · 12 reactions · 3 assignees · Opened Feb 5, 2021
Different loading time of models depending on used distro Open

models:research:odapi type:performance

tensorflow/models#9701 · 2 comments · 3 assignees · Opened Feb 4, 2021
exporter_main_v2.py error: TypeError: map_fn_v2() got an unexpected keyword argument 'fn_output_signature' Open

models:research:odapi stat:awaiting model gardener type:bug

tensorflow/models#9700 · 7 comments · 11 reactions · 1 assignee · Opened Feb 3, 2021
Why can't I do the extract feature (DELF)? Open

models:research type:support

tensorflow/models#9698 · 3 comments · 1 assignee · Opened Feb 2, 2021
How do I get Precision and Recall to be calculated together when I run model_main_tf2.py ? Open

models:research:odapi type:support

tensorflow/models#9695 · 2 comments · 4 reactions · 3 assignees · Opened Feb 1, 2021
IndexError: invalid index to scalar variable. Open

models:research:odapi type:support

tensorflow/models#9694 · 23 comments · 4 assignees · Opened Feb 1, 2021
Load Object Detection Model into Keras format Open

models:research:odapi type:feature

tensorflow/models#9685 · 3 comments · 1 reaction · 3 assignees · Opened Jan 29, 2021
Physics-Informed Deep Learning implementations in models/research? Open

models:research:odapi type:feature

tensorflow/models#9684 · 4 assignees · Opened Jan 29, 2021
How to quantize the lstm object detection model Open

models:research:odapi type:support

tensorflow/models#9674 · 2 comments · 3 assignees · Opened Jan 27, 2021
How to pass multiple groundtruth_boxes to model Open

models:research:odapi type:docs

tensorflow/models#9668 · 1 reaction · 3 assignees · Opened Jan 24, 2021
Got an AttributeError: module 'tensorflow' has no attribute 'contrib' when following Tensorflow 2.0 object detection tutorial Open

models:research:odapi type:support

tensorflow/models#9666 · 3 comments · 2 reactions · 3 assignees · Opened Jan 23, 2021
During evaluation phase of Pascal VOC dataset with DeepLabv3/xception_65, 'Could not create cudnn handle: CUDNN_STATUS_INTERNAL_ERROR' error is emitted Open

models:research type:bug

tensorflow/models#9661 · 2 comments · 3 assignees · Opened Jan 23, 2021
Way too huge event files - Disabled feature for GPU in model_lib_v2.py Open

models:research:odapi type:feature

tensorflow/models#9660 · 3 comments · 3 assignees · Opened Jan 22, 2021
Error submitting Object Detection job to ai-platform Open

models:research:odapi type:bug

tensorflow/models#9658 · 6 comments · 1 reaction · 3 assignees · Opened Jan 22, 2021
eager_few_shot_od_training_tflite / how to add 2 new classes Open

models:research:odapi type:docs type:support

tensorflow/models#9655 · 12 comments · 4 assignees · Opened Jan 21, 2021
Comments for tile_anchors() incorrectly state number of boxes generated. Open

models:research:odapi type:docs

tensorflow/models#9654 · 3 assignees · Opened Jan 21, 2021
@tensorflow-models/handpose running too slow on React Native Open

models:research type:support

tensorflow/models#9652 · 7 comments · 1 assignee · Opened Jan 20, 2021
Save Check point while training checkpoint_every_n Open

models:research:odapi type:bug

tensorflow/models#9650 · 4 comments · 3 assignees · Opened Jan 19, 2021
Unable to do "out-of-the-box" inference using the CenterNet Hourglass104 Keypoints Model - Object detection Open

models:research stat:awaiting model gardener type:support

tensorflow/models#9647 · 1 comment · 1 assignee · Opened Jan 19, 2021

tensorflow/models

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