Batch processing on tao engine
Dear @Morganh, I have customize one inference script for the mobileNet_V1 classification trained on tao. I have converted the etlt file in engine using tao-converter for batch size 1 and it is working...
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NVIDIA-Optical-Character-Detection-and-Recognition on Xavier AGX
Hi, We are working on Optical-Character-Detection-and-Recognition related development on Xavier AGX and for that we used the code as it is on the following link - GitHub -...
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LicensePlateDetection - subprocess-exited-with-error
Description While working on the tao_deploy on Colab and in the cell 5, I could not build wheel for “cuda” and for “pycocotools”, which are required to install pyproject.toml-based projects...
View ArticleGetting_started_v5.3.0.zip 404 error
I’m trying to use the tao but I have a problem. wget --content-disposition https://api.ngc.nvidia.com/v2/resources/nvidia/tao/tao-getting-started/versions/5.3.0/zip -O getting_started_v5.3.0.zip this...
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Building the base docker fails -- ERROR: failed to solve: process "/bin/sh -c...
I am trying to build the base docker and it fails (sdgpose) mona@ada:/data/tao_pytorch_backend/docker$ ./build.sh --build Building base docker ... [+] Building 5.0s (10/29) docker:default =>...
View ArticleHow to download and use nv_dinov2 in tao dino object detection?
I tried to download like this "ngc registry model download-version nvidia/tao/pretrained_dino_imagenet:vit_large_nvdinov2 --dest “$LOCAL_PROJECT_DIR/dino/” but its not working could you please tell me...
View ArticleUnet with TAO
Hi I want to train with UNET using NVIDIA TAO Till now I have done via TAO only the YOLOv4 Unfortunately I couldn’t find any notebooks with examples of UNET via TAO - the links I found didn’t work....
View ArticleTAO Toolkit Version 5.3 - Segformer ValueError: need at least one array to...
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) A6000 • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
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Give me some instructions to improve mAP% from 0.0 % which was appeared...
I tried to follow Jupyter Notebook included in GitHub of retraining PeopleNet to adapt IR images. github.com TAO-Toolkit-Whitepaper-use-cases/workspace/peoplenet_ir at main ·... TAO best practices....
View ArticlePeoplenet model training not getting started
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) Nvidia A40 • Network Type (Detectnet_v2) • TLT Version (Please run “tlt info --verbose” and share...
View ArticleIssue with Docker instantiation while converting Tfrecords for KITTI trainval...
I’m encountering an error while attempting to convert Tfrecords for the KITTI trainval dataset using the TAO Toolkit in a Jupyter Notebook environment. The error message I’m receiving is as follows:...
View ArticleDeploy TAO Classification_pyt FAN for Jetson Nano
Hi, With success we use TAO with yolo4-tiny or classification_tf1 for Jetson Nano. Of course, in this process, we use special libraries from Nvidia sites or for example DeepStream-Yolo for external...
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Segformer AutoML Spec file
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) A6000 • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
View ArticleGetting no output in detectnet jetson-inference
Hi, you are doing good job, thank you for the effort I trained peoplenet on custom image using tao toolkit detectnet_v2 and after the training I converted hdf5 to onnx using tao model detectnet_v2...
View ArticleChmod: cannot access '/opt/ngccli/ngc': No such file or directory
The docker image is downloaded: sudo docker pull nvcr.io/nvidia/tlt-streamanalytics:v3.0-py3 Executing the following command: sudo docker run --runtime=nvidia -it --name tlt...
View ArticleUsing a onnx model in INT8 mode for jetson Orin AGX
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) Jetson • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
View ArticleNot generating PersonREID output tlt file even after training is finished
Dear @Morganh or Team, I am using TAO-5 and trained model using re-identification net sample. I used market-net dataset and also include different custom data-source as well. My training got complete...
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How to retrain PeopleNet Transformer with TAO Toolkit?
• Hardware: Geforce RTX4090 • Detectnet_v2 • TLT Version: TAO v 4 or v5 I want to retrain PeopleNet Transformer with TAO Toolkit. As far as I can see, available one of that model is only provided as...
View ArticleTao toolkit Augmentation not working
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) : Jetson • Network Type: Detectnet_v2 • TLT Version: NA • Training spec file • How to reproduce...
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Installation Error
Hi everyone, Hi, I tried to install Tao Toolkit from this link: TAO Toolkit Quick Start Guide - NVIDIA Docs When I tried this command, I get error: Error like this: I should use Tao Toolkit but if I...
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