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

Dockerfile for DeepLabV3+ Open

models:research type:feature

tensorflow/models#9642 · 3 comments · 1 assignee · Opened Jan 17, 2021
Transfer Learning with the MobileDet checkpoints Open

models:research:odapi type:docs type:feature

tensorflow/models#9641 · 2 comments · 3 assignees · Opened Jan 16, 2021
Lack of Documentation on Transfer Learning Open

models:research:odapi type:docs

tensorflow/models#9636 · 5 comments · 3 reactions · 3 assignees · Opened Jan 14, 2021
Install tf2 object detection api with tensorflow 2.2 rather than 2.4 Open

models:research:odapi type:support

tensorflow/models#9634 · 8 comments · 5 reactions · 3 assignees · Opened Jan 14, 2021
Non Deterministic Behaviour from Deeplabv3+ Open

models:research type:bug

tensorflow/models#9631 · 1 comment · 3 assignees · Opened Jan 13, 2021
Non Deterministic Behaviour from DeeplabV3+ Open

models:research type:support

tensorflow/models#9630 · 3 assignees · Opened Jan 13, 2021
separate the feauture extractor from the model Open

models:research:odapi type:support

tensorflow/models#9629 · 3 assignees · Opened Jan 13, 2021
Single anchor box specification in SSDs Open

models:research:odapi type:docs

tensorflow/models#9627 · 1 comment · 3 assignees · Opened Jan 12, 2021
Low mAP due to wrong num_gt Open

models:research:odapi type:bug

tensorflow/models#9624 · 3 comments · 1 reaction · 3 assignees · Opened Jan 12, 2021
Disabling the return of particular outputs from TF Serving Open

models:research:odapi type:feature

tensorflow/models#9621 · 3 assignees · Opened Jan 11, 2021
Object Detection (tf2) use of BestExporter Open

models:research:odapi type:feature

tensorflow/models#9620 · 1 reaction · 3 assignees · Opened Jan 10, 2021
Exporting a trained model for inference (Tensorflow 2) Open

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

tensorflow/models#9617 · 9 comments · 3 assignees · Opened Jan 7, 2021
Huge Error When Attempting to Train Using This API Open

models:research:odapi type:bug

tensorflow/models#9616 · 5 comments · 3 assignees · Opened Jan 6, 2021
Number of checkpoints saved do not match the checkpoints per step flag Open

models:research:odapi type:bug

tensorflow/models#9605 · 1 comment · 3 assignees · Opened Jan 4, 2021
Installing tf2 od in Jetson Xavier NX Open

models:research:odapi type:support

tensorflow/models#9604 · 4 comments · 3 assignees · Opened Jan 4, 2021
Adding explicit_padding to EfficientDet model Open

models:research:odapi type:feature

tensorflow/models#9602 · 2 comments · 3 assignees · Opened Jan 3, 2021
Prediction code for deep_speech Open

models:research type:feature

tensorflow/models#9597 · 1 assignee · Opened Dec 30, 2020
Post-training Quantization for tensorflow2 object api Open

models:research:odapi type:feature

tensorflow/models#9595 · 1 reaction · 3 assignees · Opened Dec 29, 2020
deeplab - unable to train model_variant=nas_hnasnet Open

models:research type:support

tensorflow/models#9592 · 3 assignees · Opened Dec 27, 2020
deeplab model_variant="nas_pnasnet" - unable to export_model Open

models:research type:bug

tensorflow/models#9591 · 1 comment · 3 assignees · Opened Dec 27, 2020
Problem with getting reproducible results, set seed object detection API Open

models:research:odapi type:docs type:support

tensorflow/models#9583 · 3 comments · 1 reaction · 3 assignees · Opened Dec 23, 2020
Request for using Callbacks in Object detection API Tutorial Tensorflow Open

models:research:odapi type:support

tensorflow/models#9582 · 3 comments · 10 reactions · 3 assignees · Opened Dec 23, 2020
Same models trained on ssd mobilenet v2 fpn lite 640*640 have different FPS. Open

models:research:odapi type:support

tensorflow/models#9580 · 3 comments · 1 reaction · 3 assignees · Opened Dec 22, 2020
Fail to convert to tflite Open

models:research:odapi type:support

tensorflow/models#9577 · 1 comment · 3 assignees · Opened Dec 21, 2020
Clone a loaded object detection model in memory fails Open

models:research:odapi type:bug

tensorflow/models#9576 · 1 comment · 3 assignees · Opened Dec 21, 2020
Model stopped to do inference after some steps Open

models:research:odapi type:support

tensorflow/models#9569 · 3 assignees · Opened Dec 17, 2020
How can I save the best model while training? Open

models:research:odapi type:support

tensorflow/models#9568 · 1 comment · 3 assignees · Opened Dec 17, 2020
centernet to tf1.0， train and eval were normal， but get "Key not found in checkpoint" error when executing export_inference_graph.py Open

models:research:odapi type:support

tensorflow/models#9564 · 2 comments · 3 assignees · Opened Dec 16, 2020
Quantize SSD models with TF TensorFlow model optimization tool Open

models:research:odapi type:support

tensorflow/models#9556 · 8 comments · 3 assignees · Opened Dec 12, 2020
Cannot use tf.saved_model.load() on a Mask RCNN model exported with exporter_main_v2 Open

models:research:odapi type:bug

tensorflow/models#9554 · 2 comments · 3 assignees · Opened Dec 11, 2020
No effect of 'freeze_variables' in TensorFlow Objection API when using Tensorflow 2 Open

models:research:odapi type:bug

tensorflow/models#9548 · 2 comments · 3 assignees · Opened Dec 10, 2020
Typo in pipeline.config (in .tar.gz) of Mask R-CNN Inception ResNet V2 1024x1024 model Open

models:research:odapi type:bug

tensorflow/models#9546 · 3 comments · 11 reactions · 3 assignees · Opened Dec 10, 2020
ValueError: 'images' must have either 3 or 4 dimensions. Open

models:research:odapi type:support

tensorflow/models#9544 · 13 comments · 3 assignees · Opened Dec 9, 2020
How can I predict all the text from different size of Image Open

models:research type:support

tensorflow/models#9540 · 1 assignee · Opened Dec 9, 2020
Broken imagenet script in slim Open

models:research type:bug

tensorflow/models#9539 · 2 assignees · Opened Dec 8, 2020
Cannot convert ssd OD models into tflite Open

models:research:odapi type:bug

tensorflow/models#9537 · 3 comments · 3 assignees · Opened Dec 8, 2020
The accuracy of the model trained from scratch is very low Open

models:research:odapi type:support

tensorflow/models#9534 · 2 comments · 3 assignees · Opened Dec 7, 2020
setup.py for object detection installs tensorflow 2.3 which is incompatible and reinstalling tensorflow 2.2 doesn't train through model_main_tf2.py Open

models:research:odapi type:bug

tensorflow/models#9528 · 3 comments · 3 reactions · 3 assignees · Opened Dec 4, 2020
mask rcnn inception resenet v2 error in train model Open

models:research:odapi type:bug

tensorflow/models#9527 · 5 comments · 2 reactions · 2 assignees · Opened Dec 4, 2020
Ask for help, run error Open

models:research:odapi type:bug

tensorflow/models#9504 · 3 comments · 3 assignees · Opened Nov 26, 2020
pad_to_multiple_resizer not recognized Open

models:research:odapi type:bug

tensorflow/models#9502 · 3 comments · 3 assignees · Opened Nov 25, 2020
Model training hangs Open

models:research:odapi type:support

tensorflow/models#9581 · 10 comments · 1 reaction · 3 assignees · Opened Nov 24, 2020
Deeplab Error at eval when using a pre-trained model for inference : Invalid argument: padded_shape[1]=49 is not divisible by block_shape[1]=2 Open

models:research type:bug

tensorflow/models#9497 · 2 comments · 3 assignees · Opened Nov 23, 2020
Error running object_detection/builders/model_builder_tf2_test.py file Open

models:research:odapi type:bug

tensorflow/models#9496 · 6 comments · 3 assignees · Opened Nov 23, 2020
Export of trained model from checkpoint doesn't write savedModel Open

models:research:odapi type:bug

tensorflow/models#9495 · 2 comments · 3 assignees · Opened Nov 22, 2020
Warnings when exporting a fine tuned model from TensorFlow Object Detection API. Open

models:research:odapi type:bug

tensorflow/models#9491 · 8 comments · 2 reactions · 3 assignees · Opened Nov 21, 2020
Unable to parse - xml.etree.ElementTree.ParseError: syntax error: line 1, column 0 Open

models:research type:support

tensorflow/models#9490 · 1 comment · 1 assignee · Opened Nov 20, 2020
Produce CIFAR-100 results in the paper Open

models:research:odapi type:support

tensorflow/models#9485 · 3 assignees · Opened Nov 19, 2020
trying to train imported model not loading Open

models:research:odapi type:bug

tensorflow/models#9482 · 2 comments · 3 assignees · Opened Nov 18, 2020
my evaluation block, no visualization in tensorboard Open

models:research:odapi type:support

tensorflow/models#9478 · 3 assignees · Opened Nov 17, 2020

tensorflow/models

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