Missing tao models

Accelerated Computing Intelligent Video Analytics TAO Toolkit
1

Hello, this is gonna be probably the last question about TAO.

There are some missing TAO models.

I am trying to test gesturenet and it is not registered on tao model list.

!tao model gesturenet dataset_convert --dataset_spec $SPECS_DIR/dataset_config.json \
                                --k_folds 0 \
                                --experiment_spec $SPECS_DIR/dataset_experiment_config.json \
                                --output_filename $EXPERIMENT_DIR/data.json \
                                --experiment_name v1

then I get

usage: tao model [-h]
                 {list,stop,info,dataset,deploy,model} ...
                 {classification_tf2,efficientdet_tf2,bpnet,classification_tf1,converter,detectnet_v2,dssd,efficientdet_tf1,faster_rcnn,fpenet,lprnet,mask_rcnn,multitask_classification,retinanet,ssd,unet,yolo_v3,yolo_v4,yolo_v4_tiny,action_recognition,centerpose,deformable_detr,dino,mal,ml_recog,ocdnet,ocrnet,optical_inspection,pointpillars,pose_classification,re_identification,visual_changenet,classification_pyt,segformer}
                 ...
tao model: error: invalid choice: 'gesturenet' (choose from 'list', 'stop', 'info', 'dataset', 'deploy', 'model')

should I just use other model or is there other way to access the missing models?

3

Refer to Release Notes - NVIDIA Docs, gesture Recognition is deprecated since TAO5.0.

If you are going to run gesturenet, you can use TAO4.0 docker from TAO Toolkit | NVIDIA NGC.
For example,
nvcr.io/nvidia/tao/tao-toolkit:4.0.1-tf1.15.5

1 Like
4

Thank you for your quick answer :)

It’s been deprecated, but on the Git repo, it’s still updated for GestureNet and a few other models. Because commands like ‘tao model $(target_model)’ have been used since TAO 5.0, if I’m correct, and the examples of those deprecated models are using those updated command lines.

Anyway I thought since the repo is updated for those models, I thought there were still some ways to use those deprecated models xd.

Thank you again and have a nice one.

5

Could you please share the repo link? Thanks.

6

its the link you shared before.

7

Thanks for the info. It is unexpected to remain gesture notebook in 5.2 version. Will sync internally to update the 5.2 notebooks.

1 Like
8

Not just gesturenet. Heartratenet, Emotionnet are also on the same line with it.

Maybe check the deprecated models :p

Thank you for your work!

9

Yes, you are right. And also the repo is just for the latest 5.2 notebook.
To run gesturenet, Heartratenet or Emotionnet , you can still download old version of notebooks. For example, to download 4.0.1 notebook, refer to 4.0.1 user guide(TAO Toolkit Quick Start Guide - NVIDIA Docs).

wget --content-disposition https://api.ngc.nvidia.com/v2/resources/nvidia/tao/tao-getting-started/versions/4.0.1/zip -O getting_started_v4.0.1.zip
unzip -u getting_started_v4.0.1.zip  -d ./getting_started_v4.0.1 && rm -rf getting_started_v4.0.1.zip && cd ./getting_started_v4.0.1

Note: Run inside 4.0.1 docker: nvcr.io/nvidia/tao/tao-toolkit:4.0.1-tf1.15.5

1 Like
10

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