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

How to adapt TPU configs for training on GPU Open

models:research:odapi type:support

tensorflow/models#9338 · 1 comment · 1 reaction · 3 assignees · Opened Oct 3, 2020
Custom object detection training runs out of memory with batch_size = 1 Open

models:research:odapi type:bug

tensorflow/models#9337 · 5 comments · 3 assignees · Opened Oct 2, 2020
Loading Saved Model Format Load Times for Object Detection Model API Open

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

tensorflow/models#9332 · 2 assignees · Opened Oct 1, 2020
tf_ops Documentation request Open

models:research type:docs

tensorflow/models#9330 · 5 comments · 1 assignee · Opened Sep 30, 2020
Eager Few Shot OD with EfficientDet D2 Open

models:research:odapi type:support

tensorflow/models#9328 · 8 comments · 3 assignees · Opened Sep 29, 2020
Would you provide the mobilenetv2_coco_voc_trainaug OS16 for reference? Open

models:research type:docs

tensorflow/models#9321 · 3 assignees · Opened Sep 28, 2020
[TF2] [Object Detection API] Post training quantization for ssd models Open

models:research:odapi type:docs

tensorflow/models#9320 · 4 comments · 3 assignees · Opened Sep 28, 2020
using pb file to get the final feature map? Open

models:research type:support

tensorflow/models#9316 · 3 assignees · Opened Sep 27, 2020
Eval error: UnicodeEncodeError: 'latin-1' codec can't encode character '\u062d' in position 0: ordinal not in range(256) Open

models:research:odapi type:bug

tensorflow/models#9315 · 4 comments · 3 assignees · Opened Sep 27, 2020
ssd_resnet50_v1_fpn_1024x1024_coco17_tpu-8 TypeError: __init__() missing 1 required positional argument: 'name' Open

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

tensorflow/models#9311 · 1 assignee · Opened Sep 26, 2020
Gradients do not exist for variables while using EfficientDet D3 for custom object detection Open

models:research:odapi type:bug

tensorflow/models#9309 · 15 comments · 3 assignees · Opened Sep 26, 2020
Object detection/ build_visualwakewords_data.py file is not working with 2014 data Open

models:research type:bug

tensorflow/models#9306 · 2 assignees · Opened Sep 25, 2020
tf.python_io should be changed to tf.io Open

models:research:odapi type:bug

tensorflow/models#9299 · 1 comment · 3 assignees · Opened Sep 24, 2020
hparams = contrib_training.HParams( NameError: name 'contrib_training' is not defined Open

models:research type:support

tensorflow/models#9298 · 9 comments · 6 reactions · 1 assignee · Opened Sep 24, 2020
Pre-trained model of faster_rcnn_resnet50_fpn_keras 640*640 Open

models:research:odapi type:feature

tensorflow/models#9296 · 3 assignees · Opened Sep 24, 2020
After training on a new dataset of images the model is later on also detecting objects it was trained by default (laptop, cup etc.). Open

models:research stat:awaiting maintainer type:bug

tensorflow/models#9295 · 27 comments · 1 assignee · Opened Sep 24, 2020
PRADO for Custom Dataset for non-english languages Open

models:research type:feature

tensorflow/models#9293 · 2 comments · 1 reaction · 2 assignees · Opened Sep 24, 2020
Attribute Error: 'NoneType' object has no attribute 'groups' Open

models:research:odapi type:bug

tensorflow/models#9292 · 1 reaction · 3 assignees · Opened Sep 24, 2020
SSD ResNet from model zoo not working after conversion to TFLite Open

models:research:odapi type:bug

tensorflow/models#9287 · 20 comments · 9 reactions · 2 assignees · Opened Sep 23, 2020
SSD-MobileNetV3 Large and SSD-MobileDet-CPU not restoring the checkpoint provided, and starting from scratch Open

models:research:odapi type:support

tensorflow/models#9284 · 3 comments · 3 assignees · Opened Sep 22, 2020
[FasterRCNN] Checkpoint is expected to be an object-based checkpoint_Object detection. Open

models:research:odapi type:bug

tensorflow/models#9278 · 14 comments · 4 reactions · 3 assignees · Opened Sep 22, 2020
Recieving "AttributeError: densepose_estimation_task" on "python object_detection/builders/model_builder_tf2_test.py" Open

models:research stat:awaiting maintainer type:bug

tensorflow/models#9273 · 1 assignee · Opened Sep 20, 2020
Tensorflow models ssd_resnet50_v1_fpn_1024x1024_coco17_tpu-8 Model training for object detection Open

models:research:odapi type:support

tensorflow/models#9272 · 15 comments · 3 assignees · Opened Sep 20, 2020
How can I save a frozen inference graph in TF2? Open

models:research:odapi type:support

tensorflow/models#9270 · 1 comment · 3 assignees · Opened Sep 19, 2020
Pip installs tensorflow==2.3.0 even though tensorflow-gpu==2.2.0 is already installed in the docker container Open

models:research:odapi type:bug

tensorflow/models#9267 · 4 comments · 3 assignees · Opened Sep 18, 2020
attention_ocr: Support TensorFlow Serving's Classification API Open

models:research type:feature

tensorflow/models#9264 · 1 assignee · Opened Sep 17, 2020
convert centernet_hourglass for keypoints detection to TFLite model Open

models:research:odapi type:feature

tensorflow/models#9258 · 1 comment · 3 assignees · Opened Sep 16, 2020
How can i test the model with custom data( with visualization) in models/research/lstm_object_detection/ ? Open

models:research stat:awaiting maintainer type:support

tensorflow/models#9256 · 4 comments · 1 assignee · Opened Sep 16, 2020
TF2 Object detection Pretrained models Open

models:research:odapi type:docs

tensorflow/models#9247 · 2 reactions · 3 assignees · Opened Sep 15, 2020
'utf-8' codec can't decode byte 0xbe in position 55: invalid start byte Open

models:research:odapi type:bug

tensorflow/models#9245 · 3 comments · 3 assignees · Opened Sep 14, 2020
Evaluation Graphs on Tensorboard Open

models:research:odapi type:support

tensorflow/models#9244 · 3 assignees · Opened Sep 14, 2020
Architecture of Tensorflow model Zoo Open

models:research:odapi type:support

tensorflow/models#9243 · 4 comments · 3 assignees · Opened Sep 14, 2020
MobilenetV2 high vall_loss and false detection Open

models:research:odapi type:support

tensorflow/models#9241 · 5 comments · 3 assignees · Opened Sep 14, 2020
AttributeError: super_categories Open

models:research:odapi type:bug

tensorflow/models#9240 · 2 comments · 3 assignees · Opened Sep 14, 2020
Shape cut at 5d? Open

models:research type:docs

tensorflow/models#9233 · 2 assignees · Opened Sep 12, 2020
Config difference GPU/TPU Open

models:research:odapi type:support

tensorflow/models#9230 · 4 comments · 3 assignees · Opened Sep 11, 2020
Stoping and restarting training script starts from scratch Open

models:research stat:awaiting model gardener type:bug

tensorflow/models#9229 · 10 comments · 2 reactions · 1 assignee · Opened Sep 11, 2020
Guide to serialize a model trained using the eager mode and use it to run inference Open

models:research:odapi type:docs

tensorflow/models#9224 · 3 assignees · Opened Sep 11, 2020
tensorflow.python.framework.errors_impl.InvalidArgumentError: Invalid argument: Reduction axis 1 is empty in shape [1,0] Open

models:research:odapi type:bug

tensorflow/models#9216 · 2 comments · 3 assignees · Opened Sep 9, 2020
How to use tensorRT to accelerate deeplabv3 + Open

models:research type:support

tensorflow/models#9215 · 2 comments · 3 assignees · Opened Sep 9, 2020
No checkpoint specified (save_path=None); nothing is being restored. Open

models:research:odapi type:bug

tensorflow/models#9209 · 17 comments · 1 reaction · 3 assignees · Opened Sep 8, 2020
how to get the mAP graph? Open

models:research:odapi type:support

tensorflow/models#9208 · 9 comments · 3 assignees · Opened Sep 8, 2020
How to run DeepLab demo.ipynb in multi-scale mode? Open

models:research type:docs

tensorflow/models#9206 · 1 reaction · 3 assignees · Opened Sep 7, 2020
Using TF2.4 TFLite Model in Android App - Error Open

models:research:odapi type:bug

tensorflow/models#9205 · 22 comments · 5 assignees · Opened Sep 7, 2020
ValueError: train_pb2.load_all_detection_checkpoint_vars unsupported in TF2 Open

models:research:odapi type:feature

tensorflow/models#9204 · 3 comments · 3 reactions · 3 assignees · Opened Sep 6, 2020
Evaluate after training for a step or epoch for object detection Open

models:research:odapi type:feature

tensorflow/models#9192 · 1 comment · 4 reactions · 3 assignees · Opened Sep 3, 2020
DELG implementation does not have the auto-encoder as cited in paper. Open

models:research type:feature

tensorflow/models#9189 · 12 comments · 1 reaction · 1 assignee · Opened Sep 2, 2020
CenterNet image_resizer Strange Performance Open

models:research:odapi type:support

tensorflow/models#9188 · 1 comment · 3 assignees · Opened Sep 2, 2020
How to plot feature maps from Region Proposal Networks of Faster R-CNN? Open

models:research:odapi type:support

tensorflow/models#9182 · 3 assignees · Opened Sep 1, 2020
Distributed training on Kubernetes (Azure AKS) cannot utilize GPUs properly Open

models:research:odapi type:bug

tensorflow/models#9180 · 3 assignees · Opened Sep 1, 2020

tensorflow/models

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