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

od_graph_def.ParseFromString(serialized_graph) error while running inference in object_detection Open

models:research:odapi type:bug

tensorflow/models#8974 · 8 comments · 3 assignees · Opened Jul 27, 2020
deeplab tflite and mobilenet ssd cannot run serially Open

models:research type:bug

tensorflow/models#8971 · 6 comments · 3 assignees · Opened Jul 27, 2020
Creating a new dataset from the Pascal dataset and adding one class fails to recognize the new class Open

models:research type:bug

tensorflow/models#8964 · 3 assignees · Opened Jul 25, 2020
faster_rcnn_inception_resnet_v2_keras fails in TF2 Open

models:research:odapi type:bug

tensorflow/models#8963 · 4 comments · 3 assignees · Opened Jul 24, 2020
Exporting object detection inference graph using custom input dimensions, with the option to remove preprocessing steps Open

models:research:odapi type:feature

tensorflow/models#8960 · 3 assignees · Opened Jul 24, 2020
question of hard_example_mining_step in loss Open

models:research type:bug

tensorflow/models#8958 · 6 comments · 3 assignees · Opened Jul 24, 2020
Export Object detection model (V2) fails on assertion "assert_existing_objects_matched" Open

models:research type:bug

tensorflow/models#8953 · 15 comments · 4 reactions · 1 assignee · Opened Jul 23, 2020
Custom Training with TF 2 Object Detect API Fails Open

models:research:odapi type:bug

tensorflow/models#8951 · 13 comments · 3 assignees · Opened Jul 23, 2020
Cloud Training EfficientDet (d4) Open

models:research:odapi type:bug

tensorflow/models#8949 · 5 comments · 3 assignees · Opened Jul 23, 2020
The links of MobileNet V1 and MobileNet V2 are not working. Open

models:research:odapi type:docs

tensorflow/models#8946 · 1 comment · 3 assignees · Opened Jul 23, 2020
A strange thing Open

models:research:odapi type:bug

tensorflow/models#8944 · 2 comments · 3 assignees · Opened Jul 23, 2020
Object Detection API with TF2 AtributeError: module 'tensorflow' has no attribute 'contrib' from object_detection.builders import model_builder Open

models:research:odapi type:bug

tensorflow/models#8941 · 7 comments · 3 assignees · Opened Jul 22, 2020
FEELVOS: Cannot Reproduce the Results Open

models:research type:bug

tensorflow/models#8938 · 5 comments · 2 assignees · Opened Jul 22, 2020
TF2 Object Detect API Quantization Aware Training Open

models:research:odapi type:feature

tensorflow/models#8935 · 23 comments · 21 reactions · 5 assignees · Opened Jul 22, 2020
ModuleNotFoundError: No module named 'tensorflow.compat.v1' Open

models:research:odapi type:bug

tensorflow/models#8932 · 7 comments · 1 reaction · 3 assignees · Opened Jul 21, 2020
Controlling number and frequency of checkpointing for Object Detection API Open

models:research:odapi type:feature

tensorflow/models#8930 · 2 comments · 3 assignees · Opened Jul 21, 2020
NotImplementedError: must be implemented in descendants on train_loop method in object_detection.model_lib_v2 Open

models:research:odapi type:bug

tensorflow/models#8929 · 2 comments · 3 assignees · Opened Jul 21, 2020
Deeplab custom extension of Pascal dataset Open

models:research type:bug

tensorflow/models#8926 · 2 comments · 3 assignees · Opened Jul 21, 2020
Convert iNaturalist TF1 model to TF2 Open

models:research:odapi type:feature

tensorflow/models#8921 · 2 comments · 3 assignees · Opened Jul 20, 2020
Need to handle mobilenet.py differently in train & eval Open

models:research type:support

tensorflow/models#8918 · 4 comments · 2 assignees · Opened Jul 20, 2020
following error while training the model using "model_main.py": AttributeError: 'WeightSharedConvolutionalBoxPredictor' object has no attribute 'inputs' Open

models:research:odapi type:support

tensorflow/models#8913 · 14 comments · 1 reaction · 3 assignees · Opened Jul 20, 2020
Extending the Pascal Model with more classes Open

models:research type:bug

tensorflow/models#8905 · 3 assignees · Opened Jul 18, 2020
ssd_mobilenet_v3_small_coco_2020_01_14 typo in pipeline.config ? Open

models:research:odapi type:docs

tensorflow/models#8904 · 3 assignees · Opened Jul 18, 2020
models/tree/master/research/deep_speech Open

models:research type:bug

tensorflow/models#8903 · 1 comment · 2 assignees · Opened Jul 18, 2020
DeepLab Eval.py "self.__traceback = tf_stack.extract_stack()" error Open

models:research type:bug

tensorflow/models#8900 · 3 assignees · Opened Jul 17, 2020
Variable reuse issue with wide resnet model training script in autoaugment/train_cifar.py Open

models:research type:bug

tensorflow/models#8899 · 1 comment · 1 assignee · Opened Jul 17, 2020
Object Detection API with TensorFlow 1: Wrong Colab Hyperlink Open

models:research:odapi type:docs

tensorflow/models#8898 · 5 comments · 3 assignees · Opened Jul 17, 2020
how to reuse Variables if I am adding node to the graph of deeplab? Open

models:research type:support

tensorflow/models#8897 · 1 comment · 3 assignees · Opened Jul 17, 2020
DEEPLAB GPU BUG Open

models:research type:bug

tensorflow/models#8896 · 3 assignees · Opened Jul 17, 2020
Colab Notebook to Train EfficientDet in the TensorFlow 2 Object Detection API Open

models:research:odapi type:docs

tensorflow/models#8887 · 14 comments · 17 reactions · 3 assignees · Opened Jul 16, 2020
raise TypeError('Expected Operation, Variable, or Tensor, got ' + str(x)) TypeError: Expected Operation, Variable, or Tensor, got level_5 Open

models:research:odapi type:bug

tensorflow/models#8886 · 5 comments · 3 assignees · Opened Jul 16, 2020
Fine tuining Faster RCNN Inception V2 - Object Detection API Colab TF2 Open

models:research:odapi type:feature

tensorflow/models#8885 · 5 comments · 2 reactions · 3 assignees · Opened Jul 16, 2020
Append a save/restore example to colab tutorial for TF2 Object Detection API Open

models:research:odapi type:feature

tensorflow/models#8884 · 5 comments · 3 assignees · Opened Jul 16, 2020
TypeError: Expected Operation, Variable, or Tensor, got block4 in exporter_main_v2.py Open

models:research:odapi type:bug

tensorflow/models#8881 · 10 comments · 2 reactions · 3 assignees · Opened Jul 16, 2020
Add model graph to summary produced by model_main_tf2.py so it can be inspected in TensorBoard Open

models:research:odapi type:feature

tensorflow/models#8879 · 6 reactions · 3 assignees · Opened Jul 16, 2020
TypeError: Expected int32 passed to parameter 'n' of op 'QueueDequeueManyV2', got 1.0 of type 'float' instead. Open

models:research type:bug

tensorflow/models#8878 · 1 comment · 2 assignees · Opened Jul 16, 2020
Issue with MirroredStrategy() when trying to interleave training and evaluation for TensorFlow 2 object detection models Open

models:research:odapi type:bug

tensorflow/models#8876 · 1 comment · 6 reactions · 1 assignee · Opened Jul 16, 2020
checkpoint of detection pipeline for ssd_mobilenet_v2_320x320_coco17_tpu-8.config Open

models:research:odapi type:bug

tensorflow/models#8875 · 10 comments · 3 assignees · Opened Jul 15, 2020
[vid2depth] condition of trained model Open

models:research type:docs

tensorflow/models#8873 · 1 assignee · Opened Jul 15, 2020
Object Detection API training documentation/tutorial from scratch + from retraining for TF2 Open

models:research:odapi type:feature

tensorflow/models#8869 · 6 comments · 1 reaction · 3 assignees · Opened Jul 15, 2020
MobileNet checkpoint quantized_v2_224_130.tgz not available Open

models:research type:bug

tensorflow/models#8861 · 4 comments · 2 assignees · Opened Jul 13, 2020
Trouble using generate_tfrecord.py Open

models:research:odapi type:support

tensorflow/models#8860 · 7 comments · 4 assignees · Opened Jul 13, 2020
Coco detection metrics in object detection tf v.2.2.0 Open

models:research:odapi type:feature

tensorflow/models#8856 · 2 comments · 1 reaction · 3 assignees · Opened Jul 13, 2020
getting this error trying to execute model_main_tf2.py file. please help Open

models:research:odapi type:support

tensorflow/models#8851 · 6 comments · 3 assignees · Opened Jul 13, 2020
[object detection] support for per-example partial labels Open

models:research:odapi type:feature

tensorflow/models#8849 · 5 comments · 1 reaction · 3 assignees · Opened Jul 13, 2020
MobileNet V1 and V2 models - Access Denied Open

models:research:odapi type:bug

tensorflow/models#8845 · 4 comments · 3 assignees · Opened Jul 12, 2020
Type Error when exporting TF2 OD API to SavedModel using efficientdet_d0 Open

models:research:odapi type:bug

tensorflow/models#8841 · 25 comments · 1 assignee · Opened Jul 11, 2020
NotFoundError: models/research/object_detection/configs/tf2/centernet_hg104_512x512_kpts_coco17_tpu-32.config; No such file or directory Open

models:research:odapi type:bug

tensorflow/models#8839 · 6 comments · 15 reactions · 3 assignees · Opened Jul 11, 2020
[object_detection] Adding a handy Colab Notebook for training a custom pets detector model using the latest API Open

models:research:odapi type:support

tensorflow/models#8836 · 5 reactions · 3 assignees · Opened Jul 11, 2020
Object detection Batch inference : cloud ml engine built in docker image issue. Open

models:research:odapi type:bug

tensorflow/models#8820 · 2 comments · 3 assignees · Opened Jul 10, 2020

tensorflow/models

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