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

CenterNet MobileNetV2 FPN 512x512 from Model Zoo cannot be trained Open

models:research:odapi type:bug

tensorflow/models#10589 · 5 comments · 2 reactions · 3 assignees · Opened Apr 11, 2022
ValueError: Dimension 1 in both shapes must be equal, but are 13 and 14. Open

models:research type:bug

tensorflow/models#10588 · 1 comment · 2 assignees · Opened Apr 11, 2022
Minimum training step and loss display frequency not documented Open

models:research:odapi type:docs

tensorflow/models#10578 · 3 assignees · Opened Apr 5, 2022
AttributeError: module 'object_detection.protos.faster_rcnn_pb2' has no attribute 'AttentionPosition' while model_builders is getting imported Open

models:research type:bug

tensorflow/models#10563 · 4 comments · 3 assignees · Opened Mar 27, 2022
Unable to get batched input argument from exported Object Detection Saved Model for TensorFlow Batch Serving Open

models:research type:bug

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

tensorflow/models#10552 · Opened Mar 23, 2022
google.protobuf.text_format.ParseError: 90:6 : Message type "object_detection.protos.Ssd" has no field named "google Open

models:research:odapi type:support

tensorflow/models#10536 · 1 comment · 3 assignees · Opened Mar 11, 2022
I am planning to add class weights to give extra weightage for my classes which has lesser count. I got the concept but I am stuck with where to add this. Can I add this in pipeline config file?? If yes where?. Open

models:research:odapi type:support

tensorflow/models#10533 · 1 comment · 3 assignees · Opened Mar 10, 2022
VGGish / YAMNet support for batch inference Open

models:research type:feature

tensorflow/models#10529 · 2 comments · 2 assignees · Opened Mar 8, 2022
[Help] Run inference without box decoder and the preprocessor Open

models:research:odapi type:support

tensorflow/models#10527 · 3 assignees · Opened Mar 7, 2022
Model trained with gpu is not as good as trained by cpu. Open

models:research models:research:odapi type:bug

tensorflow/models#10526 · 2 comments · 3 assignees · Opened Mar 6, 2022
Make steps between logging configurable for object detection training Open

models:research:odapi type:feature

tensorflow/models#10521 · 3 assignees · Opened Mar 3, 2022
Objection Detection model conversion to TF Lite produces large files for many of the provided models Open

models:research:odapi type:bug

tensorflow/models#10519 · 3 assignees · Opened Feb 28, 2022
i am using tensorflow 2x and i have done changed tf.gfile into tf.io in config_util.py and also done this import tensorflow.compat.v1 as tf but still i am getting this error. Open

models:research type:support

tensorflow/models#10518 · 1 reaction · 3 assignees · Opened Feb 27, 2022
Default learning rate in TF2 SSD MobileNet V2 config file is way too high. Is it a typo? Open

models:research:odapi type:bug

tensorflow/models#10509 · 4 comments · 3 assignees · Opened Feb 19, 2022
Pre-trained CenterNet with MobileNet v2 FPN produces no detections Open

models:research:odapi type:bug

tensorflow/models#10506 · 7 comments · 3 assignees · Opened Feb 17, 2022
Migrates SSD Mobilenet v1 from TF1 to TF2, consumes too much GPU memory Open

models:research:odapi type:feature

tensorflow/models#10504 · 3 assignees · Opened Feb 16, 2022
DeepMAC 512x512 model checkpoint request Open

models:research:odapi type:feature

tensorflow/models#10503 · 1 reaction · 3 assignees · Opened Feb 16, 2022
Format bboxes - exporting tflite graphs Open

models:research:odapi type:bug

tensorflow/models#10500 · 3 assignees · Opened Feb 15, 2022
DELG export model problem Open

models:research type:bug

tensorflow/models#10498 · 5 comments · 1 assignee · Opened Feb 15, 2022
Deeplab Loss is inf or nan RTX3090 Open

models:research type:bug

tensorflow/models#10497 · 2 assignees · Opened Feb 14, 2022
How to check per image inference time for any custom object detection model? and also check model complexity(flops, params)? Open

models:research:odapi type:support

tensorflow/models#10494 · 5 comments · 3 assignees · Opened Feb 13, 2022
Encounter Profiling failure on CUDNN engine 1: RESOURCE_EXHAUSTED: Out of memory. Was able to train the same dataset on same machine for TFLite model Open

models:research:odapi type:bug

tensorflow/models#10490 · 1 reaction · 3 assignees · Opened Feb 9, 2022
Waiting for new Checkpoint Open

models:research:odapi type:support

tensorflow/models#10483 · 9 comments · 1 reaction · 3 assignees · Opened Feb 4, 2022
Node name is not unique when freezing axial-deep lab model from deeplab2 Open

models:research type:bug

tensorflow/models#10478 · 2 assignees · Opened Feb 3, 2022
build_image_dataset.py crashes for delf training Open

models:research type:bug

tensorflow/models#10474 · 4 comments · 1 assignee · Opened Jan 27, 2022
Determining the number of Parameters and FLOPs of SSD-MobileNetV2-FPN-Lite Open

models:research:odapi type:support

tensorflow/models#10472 · 3 assignees · Opened Jan 25, 2022
Training object detection models cause CPU soft lockup Open

models:research:odapi type:bug

tensorflow/models#10469 · 5 reactions · 3 assignees · Opened Jan 22, 2022
learning_rate is constantly zero after restarting training from a previous run with EfficientDet D4 Open

models:research:odapi type:bug

tensorflow/models#10468 · 1 comment · 3 assignees · Opened Jan 21, 2022
fpn max_level unused ssd keras feature extractor Open

models:research:odapi type:bug

tensorflow/models#10467 · 3 assignees · Opened Jan 21, 2022
how to do semantic segmentation on video using saved model from tensorflow-2? Open

models:research type:bug

tensorflow/models#10466 · 6 comments · 1 assignee · Opened Jan 21, 2022
Android Tensorflow ObjectDetection lib_task_api default number of threads? Open

models:research:odapi type:docs

tensorflow/models#10462 · 3 assignees · Opened Jan 17, 2022
Error running tensorflow from docker container Open

models:research:odapi type:bug

tensorflow/models#10461 · 1 comment · 1 reaction · 3 assignees · Opened Jan 17, 2022
How can I modify Efficient D3 Model multiscale_anchor_generator in pipeline.config ? Open

models:research:odapi type:support

tensorflow/models#10457 · 1 comment · 3 assignees · Opened Jan 13, 2022
Couldn't convert ssd_efficientdet_d0_512x512_coco17_tpu-8 model to int8 tflite model Open

models:research:odapi type:bug

tensorflow/models#10446 · 5 comments · 3 assignees · Opened Jan 3, 2022
InaccessibleTensorError while using the ssd_random_crop preprocessing function in object_detection api Open

models:research:odapi type:bug

tensorflow/models#10443 · 3 assignees · Opened Dec 31, 2021
Train network on custom live data - e.g. tf.data.Dataset.from_generator() instead TFRecord() Open

models:research:odapi type:feature

tensorflow/models#10434 · 3 assignees · Opened Dec 21, 2021
Efficient HRL: Feature / Documentation Request. Steps needed to adjust HIRO to a new environment Open

models:research type:feature

tensorflow/models#10430 · 2 comments · 1 assignee · Opened Dec 18, 2021
Could you please add support for Apple's M1 chip for running Mobilenet SSD V2 training Open

models:research:odapi type:feature

tensorflow/models#10429 · 7 comments · 2 reactions · 3 assignees · Opened Dec 17, 2021
TF2 Object Detection Model Post training Quantization Error Open

models:research:odapi type:support

tensorflow/models#10427 · 1 comment · 3 assignees · Opened Dec 16, 2021
about the structure of the inception-resnetv2 Open

models:research:odapi type:support

tensorflow/models#10419 · 3 assignees · Opened Dec 9, 2021
Mobiledet TF2 Port? Open

models:research:odapi type:feature

tensorflow/models#10418 · 3 assignees · Opened Dec 7, 2021
Which hardware is used to benchmark TensorFlow 2 Detection Model Zoo Open

models:research:odapi type:docs

tensorflow/models#10415 · 3 comments · 3 assignees · Opened Dec 3, 2021
MobileNet_V3 Centernet pipeline for local training Open

models:research:odapi type:feature

tensorflow/models#10411 · 3 assignees · Opened Dec 2, 2021
Unable to install object_detection package in object_detection_tutorial.ipynb Open

models:research:odapi stat:awaiting maintainer type:bug

tensorflow/models#10404 · 3 comments · 3 assignees · Opened Nov 30, 2021
how to print the result of the number of detected object? Open

models:research:odapi type:support

tensorflow/models#10398 · 2 comments · 3 assignees · Opened Nov 27, 2021
python -m pip install --use-feature=2020-resolver . taking forever to install dependencies Open

models:research:odapi type:bug

tensorflow/models#10396 · 7 comments · 2 reactions · 3 assignees · Opened Nov 25, 2021
eager_eval_loop() fails to loop over dataset Open

models:research:odapi type:bug

tensorflow/models#10394 · 3 assignees · Opened Nov 24, 2021
How to use efficient HRL to train ant gather Open

models:research type:feature

tensorflow/models#10384 · 8 comments · 1 assignee · Opened Nov 22, 2021
Missing documentation on model zoo tf2 Open

models:research:odapi type:docs

tensorflow/models#10382 · 1 comment · 3 assignees · Opened Nov 21, 2021
fps of the quantized model Open

models:research:odapi type:bug

tensorflow/models#10377 · 3 assignees · Opened Nov 18, 2021

tensorflow/models

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