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

TypeError: __init__(): incompatible constructor arguments Open

models:research:odapi type:feature

tensorflow/models#10191 · 2 comments · 2 reactions · 3 assignees · Opened Aug 6, 2021
Mask R-CNN Model stops training in CoLab Open

models:research:odapi type:bug

tensorflow/models#10186 · 4 comments · 3 assignees · Opened Aug 5, 2021
Model training with ssd_resnet50_v1_fpn_640x640_coco17_tpu-8 results in a Tensor / numpy array conflict Open

models:research:odapi type:bug

tensorflow/models#10181 · 3 comments · 3 assignees · Opened Aug 3, 2021
Deeplab model run on GPU Open

models:research type:support

tensorflow/models#10180 · 2 assignees · Opened Aug 3, 2021
None of the Tensorflow 2.0 models from the models zoo working on documents Open

models:research:odapi type:docs

tensorflow/models#10179 · 1 comment · 3 assignees · Opened Aug 3, 2021
Can't export Faster-RCNN with number_of_stages: 1 Open

models:research:odapi type:bug

tensorflow/models#10178 · 3 assignees · Opened Aug 2, 2021
run model_main_tf2.py error: Input is empty Open

models:research:odapi type:support

tensorflow/models#10176 · 3 assignees · Opened Aug 2, 2021
Unclear installation steps for DeepMAC Open

models:research:odapi type:docs

tensorflow/models#10173 · 1 comment · 3 assignees · Opened Aug 1, 2021
ValueError: The two structures don't have the same nested structure. Open

models:research:odapi type:support

tensorflow/models#10171 · 3 comments · 3 assignees · Opened Jul 30, 2021
freeze_variables has no effect when training with model_main_tf2.py Open

models:research:odapi type:bug

tensorflow/models#10167 · 2 comments · 3 assignees · Opened Jul 28, 2021
No GPU usage - centernet_hg104 - TF object detection API Open

models:research:odapi type:bug type:performance

tensorflow/models#10164 · 1 comment · 3 assignees · Opened Jul 27, 2021
What is the last fixed image size when training FasterRCNN_Resnet101 model? Open

models:research type:feature

tensorflow/models#10162 · 3 assignees · Opened Jul 27, 2021
Object Detection API - EfficientDet D2 - suddenly get OOM on some thousandths iteration! Open

models:research:odapi type:support

tensorflow/models#10159 · 3 assignees · Opened Jul 26, 2021
WeightSharedConvolutionalBoxPredictor box_prediction_head not in self._prediction_heads Open

models:research:odapi type:bug

tensorflow/models#10155 · 3 assignees · Opened Jul 23, 2021
No info about COCO version of officially pretrained SSDLite Mobiledet Open

models:research:odapi type:docs

tensorflow/models#10154 · 3 assignees · Opened Jul 22, 2021
Fluctuating Training Accuracy for Object Detection API Open

models:research:odapi type:support

tensorflow/models#10153 · 2 comments · 3 assignees · Opened Jul 21, 2021
ValueError: faster_rcnn_inception_v2 is not supported / ValueError: numpy.ndarray size changed, may indicate binary incompatibility. Expected 88 from C header, got 80 from PyObject Open

models:research:odapi type:support

tensorflow/models#10135 · 1 comment · 3 assignees · Opened Jul 15, 2021
Tflite Conversion not supported for mask_rcnn_inception_resnet_v2_1024x1024_coco17_gpu-8? Open

models:research:odapi type:bug

tensorflow/models#10132 · 3 assignees · Opened Jul 13, 2021
TF2 Detection API Models on mobile TFLite_Detection_PostProcess Open

models:research:odapi type:docs

tensorflow/models#10130 · 3 assignees · Opened Jul 13, 2021
object detection stuck at CUDA_ERROR_OUT_OF_MEMORY, tried every solution, not working Open

models:research:odapi type:bug

tensorflow/models#10122 · 4 comments · 3 assignees · Opened Jul 11, 2021
convert to tensorrt got issue nasnet_mobile image classification Open

models:research type:feature

tensorflow/models#10119 · 3 assignees · Opened Jul 9, 2021
MobileNet V2 Checkpoint and Frozen Weights are different Open

models:research:odapi type:bug

tensorflow/models#10109 · 3 assignees · Opened Jul 2, 2021
Issue while retraining ssd_mobilenet_v2_quantized_300x300_coco_2019_01_03 Open

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

tensorflow/models#10107 · 8 comments · 1 assignee · Opened Jun 30, 2021
Implementing vid2depth model for depth inference in real time Open

models:research type:support

tensorflow/models#10106 · 1 comment · 1 assignee · Opened Jun 30, 2021
CenterNet with Keypoints - TFRecord format requirements Open

models:research:odapi type:docs

tensorflow/models#10104 · 13 comments · 3 assignees · Opened Jun 29, 2021
Vid2depth pre trained model doubt Open

models:research type:support

tensorflow/models#10099 · 8 comments · 1 assignee · Opened Jun 25, 2021
training resnet101 on two GPUs - AssertionError: Some Python objects were not bound to checkpointed values, Open

models:research:odapi type:bug

tensorflow/models#10083 · 2 comments · 1 reaction · 3 assignees · Opened Jun 20, 2021
deeplab tensorflow model_test.py works fine, but import error in main.py Open

models:research type:bug

tensorflow/models#10077 · 2 assignees · Opened Jun 18, 2021
TFlite support for FasterRCNN and MaskRCNN Open

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

tensorflow/models#10069 · 4 comments · 1 assignee · Opened Jun 14, 2021
ImportError: cannot import name 'convert_to_tensor_v1_with_dispatch' from 'tensorflow.python.framework.ops' Open

models:research:odapi type:bug

tensorflow/models#10060 · 1 comment · 3 assignees · Opened Jun 11, 2021
Graph retracing consuming all memory with no workaround Open

models:research:odapi type:bug

tensorflow/models#10059 · 2 comments · 3 assignees · Opened Jun 10, 2021
CenterNet MobileNetV2 FPN 512x512 TFLite from Model Zoo doesn't work on Mobile GPU correctly Open

models:research:odapi type:bug

tensorflow/models#10056 · 3 assignees · Opened Jun 9, 2021
Num of classes dynamically change Open

models:research:odapi type:docs

tensorflow/models#10051 · 3 assignees · Opened Jun 8, 2021
Loss increases with training Open

models:research:odapi type:docs

tensorflow/models#10047 · 3 comments · 3 assignees · Opened Jun 5, 2021
I am not able to detect 1000's of instances of object in single image by using Mask-RCNN model. Open

models:research:odapi type:support

tensorflow/models#10044 · 4 comments · 3 assignees · Opened Jun 4, 2021
Broken link in models/research/object_detection/g3doc/using_your_own_dataset.md Open

models:research stat:awaiting model gardener type:docs

tensorflow/models#10043 · 2 comments · 1 assignee · Opened Jun 4, 2021
please add support for efficientNet v2 model in model zoo. Open

models:research type:community request type:feature

tensorflow/models#10034 · 2 assignees · Opened Jun 1, 2021
Deepspeech2 validation WER not decreasing Open

models:research type:bug

tensorflow/models#10033 · 1 assignee · Opened Jun 1, 2021
RuntimeError: tf.placeholder() is not compatible with eager execution . Open

models:research:odapi type:bug

tensorflow/models#10031 · 2 comments · 3 assignees · Opened May 31, 2021
How to save a model from an SSDMetaArch object? Open

models:research:odapi type:support

tensorflow/models#10029 · 1 comment · 3 assignees · Opened May 30, 2021
How to draw precision- Recall curve on tensorboard using tensorflow object detection API?? Open

models:research:odapi type:feature

tensorflow/models#10014 · 3 assignees · Opened May 25, 2021
EfficientDet D1 : "object_detection.protos.FixedShapeResizer" has no field named "min_dimension" Open

models:research:odapi type:bug

tensorflow/models#10012 · 1 comment · 3 assignees · Opened May 24, 2021
AttributeError: apply_conv_hyperparams_to_heads Open

models:research:odapi type:bug

tensorflow/models#10007 · 3 assignees · Opened May 20, 2021
CenterNet MobileNetV2 - inference is too slow Open

models:research:odapi type:docs

tensorflow/models#10006 · 12 comments · 2 reactions · 3 assignees · Opened May 19, 2021
GPU is training as slowly as CPU Open

models:research:odapi type:bug

tensorflow/models#10005 · 3 comments · 3 assignees · Opened May 19, 2021
Invalid SOS parameters for sequential JPEG crashing colab sessions Open

models:research:odapi type:support

tensorflow/models#10003 · 1 comment · 3 assignees · Opened May 19, 2021
Is there an object detection training example that ACTUALLY works? Open

models:research:odapi type:support

tensorflow/models#10001 · 11 comments · 2 reactions · 3 assignees · Opened May 18, 2021
tensorflow/models/blob/master/research/object_detection/samples/configs/faster_rcnn_inception_v2_pets.config: Why there's no number_of_stages is set ? Open

models:research:odapi type:support

tensorflow/models#9998 · 3 assignees · Opened May 16, 2021
[TFLite object detection post-process] Adding box clipping Open

models:research:odapi type:feature

tensorflow/models#9994 · 3 assignees · Opened May 13, 2021
Evaluation Metrics for Faster-RCNN model on Own Dataset Open

models:research:odapi type:docs

tensorflow/models#9984 · 1 comment · 3 assignees · Opened May 8, 2021

tensorflow/models

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