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

Freezing specific layers when using Tensorflow Object Detection API Open

models:research models:research:odapi type:bug

tensorflow/models#10797 · 2 assignees · Opened Sep 27, 2022
no flag for checkpoint_max_to_keep in model_main_tf2.py Open

models:research models:research:odapi type:feature

tensorflow/models#10793 · 3 assignees · Opened Sep 24, 2022
Failed to convert a series BatchNMS ops to a single combinedNMS op Open

models:research type:bug

tensorflow/models#10784 · 2 comments · 3 assignees · Opened Sep 20, 2022
Add Documentation for seq_flow_lite Open

models:research type:feature

tensorflow/models#10773 · 1 reaction · 1 assignee · Opened Sep 9, 2022
Cannot build/test Object Detection API on macOS M1 Open

models:research models:research:odapi type:bug

tensorflow/models#10769 · 1 comment · 3 assignees · Opened Sep 9, 2022
The use of the function RandomRotation90 for image augmentation for TF object detection Open

models:research:odapi type:docs

tensorflow/models#10765 · 2 comments · 3 assignees · Opened Sep 6, 2022
models works on float32 instead of uint8 Open

models:research:odapi type:support

tensorflow/models#10760 · 6 comments · 2 assignees · Opened Sep 2, 2022
Memory leak: tf1 trained saved_model in tf2 for prediction Open

models:research:odapi type:bug

tensorflow/models#10759 · 6 comments · 3 assignees · Opened Sep 1, 2022
[DELF] missing setup.py for object_detection when running insall_delf.sh Open

models:research type:bug

tensorflow/models#10755 · 2 comments · 3 assignees · Opened Aug 29, 2022
Dealing with deleted research folder and Tensorflow Object Detection API Open

models:research:odapi type:bug

tensorflow/models#10751 · 1 comment · 3 assignees · Opened Aug 25, 2022
Vanilla ResNet50 checkpoints Open

models:research type:feature

tensorflow/models#10746 · 2 assignees · Opened Aug 18, 2022
different mAP for ssd_mobilenet_v2_fpnlite_320x320_coco17 after training from scratch Open

models:research models:research:odapi type:docs

tensorflow/models#10745 · 1 comment · 3 assignees · Opened Aug 16, 2022
Train Movinet on tfrecord Open

type:support

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/models#10743 · 6 comments · Opened Aug 10, 2022
OD CenterNet-MobileNetV2fpn with kpts TFLite error on OpenGL GPU delegate: No shader implementation for less Open

models:research models:research:odapi type:bug

tensorflow/models#10742 · 1 comment · 3 assignees · Opened Aug 10, 2022
Overfitting model and EarlyStopping Open

models:research:odapi type:feature

tensorflow/models#10741 · 2 comments · 1 assignee · Opened Aug 10, 2022
Seq flow lite does not build Open

models:research type:bug

tensorflow/models#10737 · 22 comments · 1 assignee · Opened Aug 4, 2022
How to set the weights of model.ckpt.data to random for custom dataset Open

models:research models:research:odapi type:support

tensorflow/models#10728 · 4 comments · 3 assignees · Opened Aug 2, 2022
QAT model saved not working correctly, and cause errors in tf2onnx Open

type:bug

tensorflow/models#10727 · 2 assignees · Opened Aug 2, 2022
Reference/Paper of the work "eager_few_shot_od_training_tf2_colab.ipynb" Open

models:research type:docs

tensorflow/models#10723 · 2 comments · 3 assignees · Opened Jul 28, 2022
Confusion Matrix Open

type:feature

Difficulty 3/5 1-2 days Newbie friendliness 25/100

tensorflow/models#10719 · 17 comments · Opened Jul 23, 2022
Whether CocoDetectionEvaluator support distributed evaluation? Open

models:research:odapi type:support

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/models#10716 · 1 comment · Opened Jul 21, 2022
Evaluation with model_main.py not using old checkpoints/don't evaluate choosen dataset Open

models:research type:support

Difficulty 3/5 1-2 days Newbie friendliness 30/100

tensorflow/models#10710 · 3 comments · Opened Jul 16, 2022
TypeError: create_estimator_and_inputs() missing 1 required positional argument: 'hparams' Open

models:research type:docs type:support

tensorflow/models#10708 · 2 comments · 1 assignee · Opened Jul 15, 2022
Object detection - model_builder does not support MobileNetV3 for TF2 Open

models:research models:research:odapi type:feature

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tensorflow/models#10704 · 1 comment · Opened Jul 12, 2022
Cannot do inference from the saved model for the model centernet_mobilenetv2fpn_512x512_coco17_od Open

models:research type:bug

Difficulty 3/5 1-2 days Newbie friendliness 25/100

tensorflow/models#10700 · 2 comments · Opened Jul 9, 2022
Image FORMAT check in create_pascal_tf_record.py raises a Value Error if images are stored with .jpg extention. Open

models:research:odapi type:bug

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

tensorflow/models#10694 · 1 comment · Opened Jul 6, 2022
Loss value not going below 1.2 for ssd mobilenet v2. Open

models:research:odapi type:support

tensorflow/models#10688 · 10 comments · 3 assignees · Opened Jun 30, 2022
train a model without axis aligned bounding boxes Open

models:research:odapi type:support

tensorflow/models#10687 · 1 comment · 3 assignees · Opened Jun 30, 2022
Memory Leak With Custom Object Detection Model Tensorflow Open

models:research:odapi type:bug

tensorflow/models#10685 · 1 comment · 3 assignees · Opened Jun 29, 2022
Centernet_on_mobile does not work with default Notebook Open

models:research type:bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tensorflow/models#10681 · Opened Jun 27, 2022
Object Detection on Grayscale Images Open

models:research:odapi type:support

tensorflow/models#10680 · 4 comments · 1 assignee · Opened Jun 27, 2022
Multiple GPU training with a DeepMac model gets stuck Open

models:research type:bug

tensorflow/models#10675 · 3 assignees · Opened Jun 17, 2022
How does DELF / DELG feature size & number impact recognition on Google Landmarks ? Open

models:research type:support

Difficulty 5/5 Over a week Newbie friendliness 20/100

tensorflow/models#10668 · 1 comment · Opened Jun 11, 2022
NMS and EVALUATION report Open

models:research type:feature

tensorflow/models#10663 · 1 comment · 1 assignee · Opened Jun 2, 2022
tensorflow.python.framework.errors_impl.InvalidArgumentError: assertion failed: [predictions must be <= 1] [Condition x <= y did not hold element-wise:] [x (dssm/dot/Squeeze:0) = ] [[0][0][0.291515917]...] [y (Cast_6/x:0) = ] [1] Open

models:research type:support

tensorflow/models#10661 · 2 comments · 1 assignee · Opened Jun 1, 2022
Object detection Accuracy. Open

models:research:odapi type:feature

tensorflow/models#10660 · 2 comments · 3 assignees · Opened May 29, 2022
View or dump full tensor values from the Graph Execution of a DetectionModel? Open

models:research type:feature

tensorflow/models#10659 · 3 assignees · Opened May 27, 2022
'NoneType' object is not iterable Open

models:research type:bug

tensorflow/models#10655 · 2 comments · 1 assignee · Opened May 25, 2022
pQRNN - TF Lite custom operator pooling_op missing Open

models:research type:docs

tensorflow/models#10652 · 1 comment · 1 assignee · Opened May 24, 2022
small target detection no detections Open

models:research type:feature

tensorflow/models#10641 · 1 comment · 3 assignees · Opened May 17, 2022
Downloading Object Detection Model at research/object_detection/colab_tutorials/eager_few_shot_od_training_tf2_colab.ipynb Open

models:research type:feature

tensorflow/models#10636 · 3 comments · 4 assignees · Opened May 13, 2022
Running object detection with: Tensorflow/models/research/object_detection/model_main_tf2.py stops after 2000 steps when there are more than 2000 .jpg files Open

models:research:odapi type:bug

tensorflow/models#10634 · 3 comments · 3 assignees · Opened May 11, 2022
Quantization-aware training for object detection API in TF2 Open

models:research type:feature

tensorflow/models#10628 · 1 comment · 2 reactions · 3 assignees · Opened May 10, 2022
SSD MobileNet V2 TFLite model without quantization output is correct, but Post training quantized model inference output is wrong Open

models:research type:bug

tensorflow/models#10618 · 5 comments · 4 assignees · Opened May 4, 2022
deeplab/export_model.py fails for deeplabv3_mnv2_dm05_pascal_trainaug Open

models:research type:bug

tensorflow/models#10614 · 5 comments · 2 assignees · Opened Apr 29, 2022
Post Training quantization of CenterNet + MobileNet model returns 0 detections Open

models:research type:bug

tensorflow/models#10609 · 4 assignees · Opened Apr 26, 2022
Transfer learning and fine tuning of hidden layers and the final layer Open

models:research type:feature

tensorflow/models#10602 · 3 assignees · Opened Apr 22, 2022
Understanding pipeline.config Open

models:research:odapi type:docs

tensorflow/models#10597 · 3 comments · 3 assignees · Opened Apr 19, 2022
CoAtNet implementation? Open

models:research type:feature

tensorflow/models#10596 · 4 comments · 1 assignee · Opened Apr 19, 2022
Pascal metric problem on Tensorflow Object Detection API Open

models:research type:bug

tensorflow/models#10591 · 1 assignee · Opened Apr 14, 2022

tensorflow/models

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