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

Bug when do "from object_detection.utils import label_map_util" Open

models:research type:bug

tensorflow/models#11127 · 1 comment · 1 assignee · Opened Dec 7, 2023
AttributeError: module 'tensorflow.python.ops.control_flow_ops' has no attribute 'case' Open

models:research type:bug

tensorflow/models#11113 · 3 comments · 1 assignee · Opened Nov 12, 2023
Trying to use this model https://tfhub.dev/iree/lite-model/ssd_mobilenet_v1_100_320/uint8/default/1 Open

models:research type:bug

tensorflow/models#11104 · 4 comments · 1 assignee · Opened Oct 26, 2023
Installation of Object Detection API fails on aarch64 Open

models:research type:bug

tensorflow/models#11095 · 6 comments · 1 assignee · Opened Oct 6, 2023
TypeError: memoryview: a bytes-like object is required, not 'str' Open

models:research type:support

tensorflow/models#11092 · 1 assignee · Opened Sep 24, 2023
Error installing TensorFlow Object Detection API in Google Colab Open

models:research type:bug

tensorflow/models#11085 · 19 comments · 1 reaction · 1 assignee · Opened Sep 12, 2023
No module named 'lvis_evaluation' Open

models:research type:bug

tensorflow/models#11079 · 3 comments · 1 assignee · Opened Aug 24, 2023
ValueError: is not supported for tf version 2. Open

models:research type:support

tensorflow/models#11075 · 3 comments · 1 assignee · Opened Aug 15, 2023
Based on FP16, the network training of resnet50 was carried out, and the existence accuracy randomly converged to 0.76 Open

type:support

tensorflow/models#11074 · 1 assignee · Opened Aug 14, 2023
ImportError: cannot import name 'anchor_generator_pb2' from 'object_detection.protos' Open

models:research type:support

tensorflow/models#11069 · 1 assignee · Opened Aug 6, 2023
How to reduce CPU usage? Open

type:support

tensorflow/models#11064 · 1 comment · 1 assignee · Opened Jul 27, 2023
[deeplab][mobilenetv3] Request full script for mobilenetv3+deeplab Open

models:research type:docs

tensorflow/models#11063 · 1 assignee · Opened Jul 27, 2023
Context R-CNN Model Evaluation Raises "ValueError: Exception encountered when calling layer 'AttentionBlock' (type AttentionBlock)" Open

models:research type:bug

tensorflow/models#11062 · 1 assignee · Opened Jul 26, 2023
not defined name in modules api (ssd_mobilenet_v3_feature_extractor.py) Open

models:research type:bug

tensorflow/models#11056 · 1 assignee · Opened Jul 21, 2023
Documentation: ELECTRA Pretraining Open

models:official stale stat:awaiting response type:docs

tensorflow/models#11054 · 4 comments · 1 assignee · Opened Jul 20, 2023
ModuleNotFoundError: No module named 'tensorflow.contrib' Open

models:research type:bug

tensorflow/models#11046 · 3 comments · 1 assignee · Opened Jul 10, 2023
ValueError: Checkpoint was expecting to be a trackable object (an object derived from Trackable) Open

models:research type:bug

tensorflow/models#11044 · 1 assignee · Opened Jul 7, 2023
why are you not updating the Tensorflow model zoo with new object detection models? Open

help wanted models:research

tensorflow/models#11043 · 1 comment · 1 assignee · Opened Jul 7, 2023
Is the area formula for bouding box used in the tfrecord code correct? Open

models:research type:bug

tensorflow/models#11024 · 1 comment · 1 assignee · Opened Jun 19, 2023
Unable to train Mask R-CNN - checkpoint version conflict Open

models:research type:bug

tensorflow/models#11016 · 2 comments · 1 assignee · Opened Jun 10, 2023
training stops proceeding Open

models:research type:bug

tensorflow/models#11012 · 2 comments · 1 assignee · Opened Jun 5, 2023
Unable to find checkpoint for object detection training using tf2/ssd_mobilenet_v2_fpnlite_640x640_coco17_tpu-8.config Open

models:research type:bug

tensorflow/models#11011 · 1 assignee · Opened Jun 2, 2023
`!pip install models/research/seq_flow_lite` fails. Open

models:research type:bug

tensorflow/models#11003 · 2 comments · 1 assignee · Opened May 26, 2023
Impossible to decompress the model zip file Open

models:research type:support

tensorflow/models#10998 · 1 comment · 1 assignee · Opened May 22, 2023
EfficientDet_d0 stops in colab while training Open

models:research type:bug

tensorflow/models#10997 · 1 assignee · Opened May 19, 2023
TF Object Detection API: Failed assertion during transfer learning: New volume:<val1> should match old volume: <val2> Open

models:research type:bug type:performance

tensorflow/models#10995 · 2 comments · 1 assignee · Opened May 15, 2023
Missing 'general speech recognition' and 'text to speech' models Open

models:research type:feature

tensorflow/models#10994 · 1 assignee · Opened May 14, 2023
Adding Keypoint Detection to SSD Open

models:research type:docs

tensorflow/models#10983 · 3 comments · 1 reaction · 1 assignee · Opened Apr 19, 2023
Identity Resizer not documented Open

models:research type:docs

tensorflow/models#10979 · 1 assignee · Opened Apr 13, 2023
Apply customized augmentations using tensorflow object detection api Open

models:research models:research:odapi type:feature

tensorflow/models#10974 · 1 assignee · Opened Apr 8, 2023
Is SLIM project dead? Open

models:research type:bug

tensorflow/models#10971 · 3 comments · 1 assignee · Opened Apr 4, 2023
The order of object detection output tensors in TF2 TFLITE model is different from TF1 and from description in export_tflite_graph_tf2.py Open

models:research type:bug

tensorflow/models#10970 · 2 comments · 1 reaction · 1 assignee · Opened Apr 1, 2023
Cut StatefulPartitionedCall from TF 2 OD model architecture Open

models:research type:feature

tensorflow/models#10964 · 2 comments · 1 assignee · Opened Mar 30, 2023
Potential bug in RelativePositionEmbedding Open

models:official stat:awaiting model gardener type:bug

tensorflow/models#10945 · 2 comments · 1 assignee · Opened Mar 6, 2023
CenterNet MobileNetV2 FPN Keypoints 512x512 does not return detection results Open

models:research type:bug

tensorflow/models#10941 · 1 comment · 1 assignee · Opened Feb 28, 2023
google.protobuf.text_format.ParseError: 175:21 : Message type "object_detection.protos.InputReader" has no field named "E". Open

models:research:odapi

tensorflow/models#10938 · 1 assignee · Opened Feb 25, 2023
Performance issue in research/seq_flow_lite/models/sgnn/sgnn.py Open

models:research type:bug

tensorflow/models#10936 · 1 comment · 1 assignee · Opened Feb 23, 2023
Implementation of ssd_mobilenet_v2_quantized (where is the quantizer?) Open

models:research type:docs

tensorflow/models#10930 · 1 assignee · Opened Feb 13, 2023
delf Cannot add tensor to the batch Open

models:research type:bug

tensorflow/models#10929 · 1 assignee · Opened Feb 12, 2023
Train custom model w/ latest docker image - modules not found Open

models:research:odapi type:support

tensorflow/models#10915 · 1 assignee · Opened Jan 29, 2023
CenterNet MobileNetV2 FPN 512x512 erroneously configured for keypoint outputs Open

models:research type:bug

tensorflow/models#10913 · 1 assignee · Opened Jan 27, 2023
Add rotated bounding boxes and anchors for models Open

models:research stat:awaiting model gardener type:feature

tensorflow/models#10893 · 3 comments · 1 assignee · Opened Jan 16, 2023
A curious phenomenon in image retrieval Open

models:research type:support

tensorflow/models#10880 · 3 comments · 2 assignees · Opened Jan 5, 2023
Object Detection API: different results for inference on same input Open

models:research type:bug

tensorflow/models#10871 · 1 assignee · Opened Dec 20, 2022
_feature_extractor from faster-rcnn_resnet is not a trackable object. Impossible to get Weights restored. Open

models:research:odapi type:bug

tensorflow/models#10869 · 1 comment · 1 assignee · Opened Dec 19, 2022
DELG: extract_features with GPU Open

models:research type:feature type:support

tensorflow/models#10823 · 1 assignee · Opened Nov 9, 2022
Fine-tuning in model_main_tf2.py Open

models:research type:docs

tensorflow/models#10818 · 3 comments · 1 assignee · Opened Nov 2, 2022
tflite inference accuracy problem Open

models:research type:bug

tensorflow/models#10811 · 3 comments · 1 assignee · Opened Oct 17, 2022
How to get val loss and save best checkpoint in the ssd_mobilenet_v1 tutorial Open

models:research type:docs

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/models#10801 · 1 comment · Opened Oct 4, 2022
Object Detection API Docker container fails to build with public key error Open

models:research models:research:odapi type:bug

tensorflow/models#10799 · 1 comment · 2 assignees · Opened Sep 29, 2022

tensorflow/models

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