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

Unable to reproduce same mAP with kitti pretrained tf1 model on Kitti dataset Open

models:research:odapi type:bug

tensorflow/models#10376 · 3 comments · 3 assignees · Opened Nov 17, 2021
Object Detection API ValueError: The function random_horizontal_flip does not exist in func_arg_map Open

models:research:odapi type:bug

tensorflow/models#10366 · 3 assignees · Opened Nov 12, 2021
Requesting od installation support for different versions of tf Open

models:research:odapi type:docs

tensorflow/models#10365 · 3 assignees · Opened Nov 12, 2021
TFOD 2 Faster R-CNN Inception ResNet V2 1024 training error: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. Open

models:research:odapi type:bug

tensorflow/models#10361 · 3 comments · 3 assignees · Opened Nov 10, 2021
ConvMixer Models Open

models:research:odapi type:feature

tensorflow/models#10357 · 3 assignees · Opened Nov 10, 2021
Are images from different TF-records contained in different folders shuffled to form the training batches? Open

models:research:odapi type:support

tensorflow/models#10353 · 3 assignees · Opened Nov 8, 2021
raise ValueError("Shapes %s and %s are incompatible" % (self, other)) ValueError: Shapes (1, 1, 576, 6) and (1, 1, 576, 273) are incompatible Open

models:research:odapi type:bug

tensorflow/models#10350 · 2 comments · 3 assignees · Opened Nov 6, 2021
Post-Quantization of mobilenetv2-keras model slower than your given quantized model Open

models:research:odapi type:docs

tensorflow/models#10349 · 1 comment · 1 assignee · Opened Nov 5, 2021
Unable to install tensorflow object detection API on windows 10 Open

models:research:odapi type:bug

tensorflow/models#10339 · 3 comments · 1 reaction · 1 assignee · Opened Oct 30, 2021
confused with coco map meaning and can't get good result Open

models:research:odapi type:docs

tensorflow/models#10337 · 3 assignees · Opened Oct 28, 2021
my cuda is 11.0 but it need libcudart.so.10.0 Open

models:research type:bug

tensorflow/models#10335 · 2 comments · 2 assignees · Opened Oct 27, 2021
Cropping to 513x513 policy and inference for original size images Open

models:research type:docs

tensorflow/models#10329 · 2 assignees · Opened Oct 22, 2021
Unable to build trained object detection model restored using `checkpoint` Open

models:research:odapi type:bug

tensorflow/models#10328 · 1 reaction · 3 assignees · Opened Oct 22, 2021
[Security Issue] Invalid HTTPS certificate, models served from http:// URL Open

models:research:odapi type:docs

tensorflow/models#10325 · 1 reaction · 3 assignees · Opened Oct 21, 2021
SSD MobileNet v2 batch size 1 only Open

models:research:odapi type:support

tensorflow/models#10317 · 5 comments · 3 assignees · Opened Oct 19, 2021
converting SavedModel.pb to .tflite outputs an ERROR: TFLite interpreter needs to link Flex delegate in order to run the model Open

models:research:odapi type:bug

tensorflow/models#10311 · 1 comment · 3 assignees · Opened Oct 16, 2021
How to convert faster_rcnn_resnet101_kitti tf1 model to tf2 Open

models:research:odapi type:feature

tensorflow/models#10307 · 3 comments · 3 assignees · Opened Oct 13, 2021
interactive_eager_few_shot_od_training_colab.ipynb error: Failed to get convolution algorithm. Open

models:research:odapi type:bug

tensorflow/models#10306 · 3 comments · 2 reactions · 3 assignees · Opened Oct 12, 2021
Trouble evaluating modell during training using model_main_tf2.py Open

models:research:odapi type:support

tensorflow/models#10304 · 2 comments · 3 assignees · Opened Oct 11, 2021
Inference for AttentionOCR model Open

models:research type:support

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

tensorflow/models#10293 · 11 comments · Opened Oct 4, 2021
ssd_resnet50_v1_fpn_keras is not supported. See `model_builder.py` for features extractors compatible with different versions of Tensorflow Open

models:research:odapi type:bug

tensorflow/models#10284 · 3 assignees · Opened Sep 30, 2021
Training on coco dataset from scratch using centernet_mobilenetv2fpn_512x512_coco17_kpts.. tflite not able to detect keypoints Open

models:research:odapi type:bug

tensorflow/models#10280 · 3 assignees · Opened Sep 28, 2021
ERROR: google.protobuf.text_format.ParseError: 11:5 : Message type "object_detection.protos.BoxCoder" has no field named "box_coder" Open

models:research:odapi type:support

tensorflow/models#10277 · 2 comments · 3 assignees · Opened Sep 24, 2021
Documentation link in export_inference_graph.py with 404 page not found error Open

models:research:odapi type:docs

tensorflow/models#10276 · 1 comment · 3 assignees · Opened Sep 24, 2021
[Help wanted] FCOS: Fully Convolutional One-Stage Object Detection Open

help wanted:paper implementation models:research

tensorflow/models#10275 · 8 comments · 1 assignee · Opened Sep 22, 2021
Swin Transformers for image classification Open

models:research:odapi type:feature

tensorflow/models#10269 · 2 comments · 3 assignees · Opened Sep 21, 2021
ImportError: cannot import name 'deepmac_meta_arch' from 'object_detection.meta_architectures' Open

models:research:odapi type:bug

tensorflow/models#10267 · 1 reaction · 3 assignees · Opened Sep 20, 2021
Object detection API installation does not recognize tensorflow-gpu==2.5.0 already installed in the Conda virtual environment Open

models:research:odapi type:bug

tensorflow/models#10266 · 3 comments · 3 assignees · Opened Sep 18, 2021
SSD-MobilenetV2 - Preprocessing for inference from saved_model_tf2 Open

models:research:odapi type:docs

tensorflow/models#10265 · 3 comments · 1 reaction · 3 assignees · Opened Sep 17, 2021
Get/save predictions made during evaluation for object detection models Open

models:research:odapi type:feature

tensorflow/models#10264 · 3 assignees · Opened Sep 17, 2021
error running eager_few_shot_od_training_tflite in google colab Open

models:research:odapi type:docs

tensorflow/models#10260 · 2 comments · 3 reactions · 3 assignees · Opened Sep 16, 2021
Error while converting mrcnn tf dialect to HLO Open

models:research models:research:odapi type:bug

tensorflow/models#10256 · 1 comment · 3 assignees · Opened Sep 14, 2021
Transfer learning code not working when loading dataset Open

models:research:odapi type:bug

tensorflow/models#10255 · 1 comment · 1 reaction · 3 assignees · Opened Sep 13, 2021
Train deeplab use my own data Open

models:research type:support

tensorflow/models#10254 · 1 comment · 2 assignees · Opened Sep 11, 2021
How to obtain Speed metric in TF2 model zoo Open

models:research:odapi type:support

tensorflow/models#10253 · 5 comments · 3 assignees · Opened Sep 10, 2021
Error When Evaluating Object Detection Model: The two structures don't have the same nested structure. Open

models:research:odapi type:bug

tensorflow/models#10252 · 3 assignees · Opened Sep 10, 2021
Evaluation accuracy with frozen graph lower than value given Deeplabv3+ Xception 65 baackbone Open

models:research type:support

tensorflow/models#10242 · 2 assignees · Opened Sep 6, 2021
RuntimeError: __iter__() is only supported inside of tf.function or when eager execution is enabled. Open

models:research:odapi type:bug

tensorflow/models#10240 · 3 assignees · Opened Sep 5, 2021
Let's code for more Classes in eager_few_shot_od_training_tf2_colab.ipynb ! Open

models:research:odapi type:feature

tensorflow/models#10239 · 2 comments · 3 assignees · Opened Sep 3, 2021
error while trying to converting .pb to tflite in object detection Open

models:research type:docs

tensorflow/models#10238 · 1 assignee · Opened Sep 2, 2021
Accuracy reproducibility issue for ssd_mobiledet_dsp_coco from TF1 modelzoo Open

models:research type:bug

tensorflow/models#10232 · 3 comments · 3 assignees · Opened Aug 31, 2021
Visualization of RPN looks wrong Open

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

tensorflow/models#10231 · 3 comments · 1 assignee · Opened Aug 31, 2021
iterating over `tf.Tensor` is not allowed: AutoGraph did convert this function. This might indicate you are trying to use an unsupported feature Open

models:research type:bug

tensorflow/models#10220 · 2 comments · 3 assignees · Opened Aug 24, 2021
Export Object Detection Models Without Preprocessor Open

models:research:odapi type:feature

tensorflow/models#10209 · 1 comment · 4 assignees · Opened Aug 14, 2021
How to run interleaved LSTM object detection on edgeTPU Open

models:research:odapi type:support

tensorflow/models#10208 · 1 assignee · Opened Aug 12, 2021
module 'tensorflow._api.v1.compat.v2.compat' has no attribute 'v2' Open

models:research:odapi type:bug

tensorflow/models#10207 · 3 assignees · Opened Aug 12, 2021
Performance numbers on TF1 OD and TF2 OD Open

models:research:odapi type:docs

tensorflow/models#10205 · 2 comments · 3 assignees · Opened Aug 11, 2021
issue with running forward passes using saved model format converted from a checkpoint Open

models:research:odapi type:bug

tensorflow/models#10204 · 2 comments · 3 assignees · Opened Aug 11, 2021
Protocol message object_detection.protos.CenterNet.ObjectDetection has no non-repeated field "scale_head_params" Open

models:research:odapi type:bug

tensorflow/models#10200 · 3 assignees · Opened Aug 10, 2021
Faster R-CNN, Checkpoint error with number_of_stages: 1 Open

models:research:odapi type:bug

tensorflow/models#10194 · 1 comment · 3 assignees · Opened Aug 9, 2021

tensorflow/models

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