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

Different results for FusedBatchNorm between constants and variables Open

models:research:odapi type:bug

tensorflow/models#8624 · 3 assignees · Opened Jun 4, 2020
How to calculate map of model Open

models:research:odapi type:feature

tensorflow/models#8623 · 2 comments · 3 assignees · Opened Jun 4, 2020
API ObjectDetection size of input images Open

models:research:odapi type:support

tensorflow/models#8622 · 7 comments · 3 assignees · Opened Jun 4, 2020
Memory Leak Training Faster-RCNN (Resnet 50) Open

models:research:odapi type:performance

tensorflow/models#8621 · 3 comments · 3 assignees · Opened Jun 4, 2020
Pack node (RandomCropToAspectRatio/stack) axis attribute is out of bounds Open

models:research:odapi type:bug

tensorflow/models#8615 · 3 assignees · Opened Jun 3, 2020
TypeError: int() argument must be a string, a bytes-like object or a number, not 'Tensor' Open

models:research:odapi type:bug

tensorflow/models#8608 · 6 comments · 3 assignees · Opened Jun 2, 2020
[deeplab] Train DeepLabV3+ with NYU-Depth V2 dataset Open

models:research type:support

tensorflow/models#8602 · 3 assignees · Opened Jun 1, 2020
GPU Out of memory error from commit 451906e4e82f19712455066c1b27e2a6ba71b1dd Open

models:research:odapi type:bug

tensorflow/models#8601 · 1 comment · 3 assignees · Opened May 31, 2020
Getting error while transfer learning ValueError: Unknown ssd feature_extractor: ssd_mobilenet_v2_mnasfpn Open

models:research:odapi type:bug

tensorflow/models#8600 · 1 comment · 3 assignees · Opened May 31, 2020
Tensowflow object detection CUDA memory error after 1100 steps Open

models:research:odapi type:bug

tensorflow/models#8597 · 5 comments · 1 reaction · 3 assignees · Opened May 30, 2020
How can I configure fine_tune_checkpoint in ssdlite_mobilenet_v3_small_320x320_coco.config ? Open

models:research:odapi type:support

tensorflow/models#8596 · 1 comment · 3 assignees · Opened May 30, 2020
Name conflict: tensorflow.contrib.slim vs tf_slim Open

models:research type:bug

tensorflow/models#8594 · 3 comments · 2 assignees · Opened May 30, 2020
Required Evaluation code to evaluate the vid2depth trained model Open

models:research type:support

tensorflow/models#8587 · 1 comment · 1 assignee · Opened May 28, 2020
AttributeError: 'EnumTypeWrapper' object has no attribute 'TF_SEQUENCE_EXAMPLE' Open

models:research:odapi type:bug

tensorflow/models#8586 · 7 comments · 1 reaction · 3 assignees · Opened May 28, 2020
Auto annotate images using TensorFlow object detection Open

models:research:odapi type:feature

tensorflow/models#8585 · 3 assignees · Opened May 27, 2020
Label_Map: a bytes-like object is required, not 'str' Open

models:research:odapi type:support

tensorflow/models#8582 · 1 comment · 3 assignees · Opened May 27, 2020
Errors while loading ssd_mobilenet_v2_mnasfpn_coco checkpoint Open

models:research:odapi type:bug

tensorflow/models#8581 · 4 comments · 3 assignees · Opened May 27, 2020
export_inference_graph with cloudML Open

models:research:odapi type:support

tensorflow/models#8580 · 3 assignees · Opened May 27, 2020
Documentation says labels start at 1 instead of 0 Open

models:research:odapi type:docs

tensorflow/models#8574 · 3 assignees · Opened May 26, 2020
How 'up-to-date' is TensorFlow in adding State-of-the-Art (Object Detection) models to its Object Detection API repository? Open

models:research:odapi type:feature

tensorflow/models#8571 · 2 comments · 1 reaction · 3 assignees · Opened May 26, 2020
[deeplab] How to output AP (Average precision) value during eval ? Open

models:research type:support

tensorflow/models#8570 · 4 comments · 3 assignees · Opened May 26, 2020
Mask loss in ssd_meta_arch Open

models:research:odapi type:feature

tensorflow/models#8552 · 2 comments · 3 assignees · Opened May 21, 2020
Error while importing the Frozen model to tensorflowjs Open

models:research:odapi type:bug

tensorflow/models#8548 · 3 assignees · Opened May 21, 2020
Localization & objectness loss weighting in frcnn Open

models:research:odapi type:support

tensorflow/models#8545 · 3 assignees · Opened May 20, 2020
Creating TFRecord TensorFlow 2 Open

models:research:odapi type:docs

tensorflow/models#8543 · 2 comments · 3 assignees · Opened May 20, 2020
global step nasnet Open

models:research type:support

tensorflow/models#8541 · 2 assignees · Opened May 20, 2020
Number of anchor boxes / priors don't match with original SSD paper Open

models:research:odapi type:support

tensorflow/models#8540 · 3 assignees · Opened May 20, 2020
Exporting graph with number_of_stages=1 gives TypeError Open

models:research:odapi type:support

tensorflow/models#8535 · 3 assignees · Opened May 19, 2020
there is no model.tfflite file in ssd mobile net v1 and v2 folders Open

models:research:odapi type:support

tensorflow/models#8527 · 3 assignees · Opened May 18, 2020
Op type not registered 'TFLite_Detection_PostProcess' for face ssd mobile v2 Open

models:research:odapi type:support

tensorflow/models#8526 · 3 assignees · Opened May 18, 2020
Memory issues in train.py - Exiting training at self._traceback = tf_stack.extract_stack() Open

models:research:odapi type:bug

tensorflow/models#8523 · 14 comments · 1 reaction · 3 assignees · Opened May 18, 2020
Issue with Transfer Learning Using Resnet50_V1 Open

models:research:odapi type:bug

tensorflow/models#8521 · 2 comments · 3 assignees · Opened May 17, 2020
A Problem when using the cifar dataset Open

models:research type:support

tensorflow/models#8518 · 2 comments · 1 assignee · Opened May 16, 2020
Low accuracy with soft-nms Open

models:research:odapi type:bug

tensorflow/models#8511 · 1 assignee · Opened May 15, 2020
[Deeplab] PASCALVOC2009 dataset 0 MIOU on classes other than 0 + can't visualize KeyError: 'labels_class' Open

models:research type:bug

tensorflow/models#8507 · 2 comments · 1 assignee · Opened May 14, 2020
Incrementing Worker.global_episode in Worker.run() in a3c_cartpole.py Open

models:research type:bug

tensorflow/models#8498 · 1 comment · 2 assignees · Opened May 12, 2020
object_detection evaluating prints raw data Open

models:research type:bug

tensorflow/models#8496 · 1 assignee · Opened May 12, 2020
DeeplabV3 MobileNetV2 Quantization for USB Coral TPU with custom input size ((100, 100) rather than (513, 513)) Open

models:research type:bug

tensorflow/models#8493 · 5 comments · 3 reactions · 1 assignee · Opened May 12, 2020
Resource exhausted: OOM when allocating tensor with shape[32,960,10,10] Open

models:research:odapi type:bug

tensorflow/models#8487 · 12 comments · 1 assignee · Opened May 11, 2020
feelvos eval.sh can't run Open

models:research type:support

tensorflow/models#8486 · 2 comments · 2 assignees · Opened May 10, 2020
Object Detection with Multi GPU training result cannot be inference. Gives error 'Not found: Key BoxPredictor_0/BoxEncodingPredictor/act_quant/max not found in checkpoint' Open

models:research:odapi type:support

tensorflow/models#8481 · 8 comments · 2 assignees · Opened May 8, 2020
ssd_mobilenet_edgetpu_coco always reports 50% score for positive classifications on training (Object detection) Open

models:research type:bug

tensorflow/models#8469 · 3 comments · 1 assignee · Opened May 5, 2020
After exporting model with export_tflite_ssd_graph.py I am getting an model with only one output Open

models:research:odapi type:bug

tensorflow/models#8453 · 1 comment · 2 assignees · Opened Apr 28, 2020
Missing min/max nodes in quantization-aware trained model with multi-gpu Open

models:research type:bug

tensorflow/models#8445 · 3 comments · 1 assignee · Opened Apr 27, 2020
Issue with object_detection/g3doc/using_your_own_dataset.md Open

models:research type:docs

tensorflow/models#8437 · 2 comments · 1 assignee · Opened Apr 25, 2020
Does it need to be valid during training? Open

models:research type:docs

tensorflow/models#8431 · 1 comment · 1 assignee · Opened Apr 24, 2020
Model training warnings: ssd_mobilenet_v2_quantized_300x300_coco Open

models:research type:bug

tensorflow/models#8427 · 6 comments · 2 assignees · Opened Apr 23, 2020
ValueError: Parent directory of model.ckpt doesn't exist, can't save. Open

models:research type:bug

tensorflow/models#8424 · 2 comments · 1 assignee · Opened Apr 22, 2020
coco_detection_metrics and pascal_voc_detection_metrics mismatch Open

models:research type:bug

tensorflow/models#8422 · 1 comment · 1 assignee · Opened Apr 22, 2020
Turn on combined_nms: true in the pipeline config file of model, but it cause some error. Open

models:research type:support

tensorflow/models#8417 · 1 comment · 1 assignee · Opened Apr 21, 2020

tensorflow/models

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