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 train a custom object detection model ssd_mobilenet_v1_coco and ssd_inception_v2_coco on google colab tensorflow 1.15.2? Open

models:research:odapi type:bug

tensorflow/models#9476 · 6 comments · 3 assignees · Opened Nov 17, 2020
how to enbale mixed_float16? Open

models:research models:research:odapi type:bug

tensorflow/models#9473 · 2 comments · 1 assignee · Opened Nov 15, 2020
[TF2 object detection] Tensorboard always shows 100 validation boxes for groundtruth images Open

models:research:odapi type:bug

tensorflow/models#9471 · 24 comments · 7 reactions · 3 assignees · Opened Nov 12, 2020
PermissionDeniedError Open

models:research:odapi type:build/install

tensorflow/models#9467 · 1 comment · 3 assignees · Opened Nov 12, 2020
Add a rotation angle to the bounding box of SSD Object detector Open

models:research:odapi type:feature

tensorflow/models#9466 · 1 comment · 3 assignees · Opened Nov 11, 2020
Pipeline issues to keep GPUs utilised when number of instance masks are 20+ per image Open

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

tensorflow/models#9463 · 2 comments · 1 assignee · Opened Nov 11, 2020
HELP! how to draw mask picture with mask.dtype=(15,15) from tensorflow object detection API Open

models:research:odapi type:support

tensorflow/models#9462 · 1 comment · 3 assignees · Opened Nov 11, 2020
Add instance key to training graph Open

models:research:odapi type:feature

tensorflow/models#9459 · 1 comment · 3 assignees · Opened Nov 10, 2020
[object_detection] How to use random_jpeg_quality in tensorflow 1.* Open

models:research:odapi type:bug

tensorflow/models#9458 · 3 assignees · Opened Nov 9, 2020
Reproduction of Detection Model Zoo Open

models:research:odapi type:support

tensorflow/models#9457 · 2 comments · 3 assignees · Opened Nov 9, 2020
How to import a custom data into Prado. Open

models:research type:support

tensorflow/models#9449 · 8 comments · 1 assignee · Opened Nov 6, 2020
Can't run vis.py on the given checkpoints without further training Open

models:research type:bug

tensorflow/models#9447 · 3 comments · 3 assignees · Opened Nov 4, 2020
Object Detection API : bounding Boxes only in specified region of frame Open

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

tensorflow/models#9444 · 1 comment · 3 assignees · Opened Nov 3, 2020
Difficult to contribute/add features to the repository. Open

models:research:odapi type:support

tensorflow/models#9441 · 3 assignees · Opened Nov 2, 2020
KeyError: 'groundtruth_verified_neg_classes' Open

models:research:odapi type:bug

tensorflow/models#9439 · 3 assignees · Opened Oct 31, 2020
Unresolved object in detection/segmentation layers when loading the suggested MaskRCNN pretrained model Open

models:research:odapi type:bug

tensorflow/models#9436 · 1 comment · 3 assignees · Opened Oct 30, 2020
pnasnet trainable_scopes Open

models:research type:support

tensorflow/models#9435 · 2 comments · 2 assignees · Opened Oct 30, 2020
Allow add_postprocessing_op=false option in export_tflite_graph_tf2.py Open

models:research:odapi type:feature

tensorflow/models#9434 · 3 comments · 1 reaction · 3 assignees · Opened Oct 30, 2020
Support for per-class NMS score thresholds. Open

models:research:odapi type:feature

tensorflow/models#9429 · 3 assignees · Opened Oct 28, 2020
No Faster R-CNN Inception ResNet V2 640x640 or 1024x1024 config file found Open

models:research:odapi type:docs

tensorflow/models#9425 · 2 comments · 3 assignees · Opened Oct 28, 2020
ERROR When Conver TF2 SSD_Mobile to int8 Tflite Open

models:research:odapi type:bug

tensorflow/models#9423 · 2 comments · 3 assignees · Opened Oct 28, 2020
Add support for QAT testing using mobilenet_trainer.py Open

models:research:odapi type:bug

tensorflow/models#9421 · 4 comments · 3 assignees · Opened Oct 27, 2020
loss function for the prado model Open

models:research type:bug

tensorflow/models#9416 · 42 comments · 1 assignee · Opened Oct 27, 2020
Conversion success, but detect.tflite returns weird results. Open

models:research stat:awaiting model gardener type:bug

tensorflow/models#9413 · 14 comments · 1 assignee · Opened Oct 26, 2020
model_builder_tf2_test.py test file fails Open

models:research:odapi type:support

tensorflow/models#9412 · 4 comments · 3 assignees · Opened Oct 26, 2020
Error when executing with gpu tutorial object detection. Open

models:research:odapi type:support

tensorflow/models#9410 · 5 comments · 3 assignees · Opened Oct 25, 2020
CenterNetResnetFeatureExtractor's 'supported_sub_model_types' property is set to 'classification' Open

models:research:odapi type:support

tensorflow/models#9397 · 2 reactions · 3 assignees · Opened Oct 19, 2020
"python train.py --logtostderr --train_dir=training/ --pipeline_config_path=training/efficientdet_d7_coco17.config" not working. Open

models:research stat:awaiting model gardener type:support

tensorflow/models#9392 · 1 comment · 1 assignee · Opened Oct 19, 2020
Tensorflow lite object detection andriod examples app run on my phone but nothing detection Open

models:research type:support

tensorflow/models#9389 · 3 comments · 2 assignees · Opened Oct 19, 2020
DeepSpeech 2 test model with a .wav file Open

models:research type:support

tensorflow/models#9388 · 1 assignee · Opened Oct 18, 2020
How to configure 'nuscenes dataset' with 'tensorflow object detection api' Open

models:research:odapi type:feature

tensorflow/models#9387 · 3 assignees · Opened Oct 18, 2020
Request for pipeline.config prototxt file for resnet50-2018-02-07 checkpoint Open

models:research:odapi type:docs

tensorflow/models#9383 · 3 comments · 3 assignees · Opened Oct 16, 2020
eager_few_shot_od_training_tf2_colab classification head restoring error Open

models:research:odapi type:bug

tensorflow/models#9382 · 4 comments · 3 assignees · Opened Oct 16, 2020
Training only on a subset of classes present in TFRecords Open

models:research:odapi type:support

tensorflow/models#9375 · 2 comments · 3 assignees · Opened Oct 14, 2020
Error while loading EdgeTPU-DeepLab checkpoint in model zoo with tf.import_graph_def Open

models:research type:support

tensorflow/models#9373 · 1 comment · 3 assignees · Opened Oct 14, 2020
[TF2 Object Detection] Converting SSD models into .tflite uint8 format Open

models:research type:support

tensorflow/models#9371 · 69 comments · 6 reactions · 1 assignee · Opened Oct 13, 2020
Trouble to run sequence projection model Open

models:research type:bug

tensorflow/models#9368 · 1 assignee · Opened Oct 13, 2020
Exported Inference model has too many outputs for serving Open

models:research:odapi type:bug

tensorflow/models#9366 · 6 comments · 3 reactions · 3 assignees · Opened Oct 12, 2020
How to get output of ROI pooling in F-RCNN Open

models:research:odapi type:support

tensorflow/models#9361 · 1 comment · 3 assignees · Opened Oct 11, 2020
google.protobuf.text_format.ParseError: 33:7: Message type "object_detection.protos.SsdFeatureExtractor" has no field named "bifpn" Open

models:research:odapi type:support

tensorflow/models#9360 · 3 assignees · Opened Oct 11, 2020
TF2 exporter doesn't support dynamic batch size Open

models:research:odapi type:bug

tensorflow/models#9358 · 14 comments · 1 reaction · 3 assignees · Opened Oct 10, 2020
Error when retraining the object detection model Open

models:research:odapi type:bug

tensorflow/models#9355 · 2 comments · 3 assignees · Opened Oct 10, 2020
when can be tensorflow Handpose architecture/models/inference will be updated as like mediapipe hand_tracking model Open

models:research type:feature

tensorflow/models#9353 · 2 comments · 1 assignee · Opened Oct 9, 2020
Out-of-memory problem submitting a tensorflow2 job on Google AI Platform Engine Open

models:research:odapi type:bug

tensorflow/models#9352 · 1 comment · 3 assignees · Opened Oct 8, 2020
quantize_graph function in slim does not add FakeQuantWithMinMaxVars around conv2d_transpose. Open

models:research type:bug

tensorflow/models#9351 · 2 assignees · Opened Oct 8, 2020
Downloads of object detection models blocked by default on Chrome Open

models:research:odapi type:docs

tensorflow/models#9350 · 1 comment · 1 reaction · 3 assignees · Opened Oct 7, 2020
Error out of GPU memory during model training Open

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

tensorflow/models#9345 · 4 comments · 1 reaction · 1 assignee · Opened Oct 6, 2020
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xcd in position 67: invalid continuation byte Open

models:research:odapi type:bug

tensorflow/models#9344 · 3 assignees · Opened Oct 6, 2020
Object Detection: tflite conversion documentation missing metadata adding instructions for Android deployment added in new commit Open

models:research:odapi type:docs

tensorflow/models#9341 · 12 comments · 1 reaction · 3 assignees · Opened Oct 5, 2020
Better approach for exempting background as false positive. Open

models:research:odapi type:support

tensorflow/models#9340 · 6 comments · 3 assignees · Opened Oct 5, 2020

tensorflow/models

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