Nvidia tao pointpillars 'EasyDict' object has no attribute 'train'
Please provide the following information when requesting support. • Hardware (P2000) • Network Type (PointPillars) • TLT Version (Please run “tlt info --verbose” and share “docker_tag” here) I don’t...
View ArticleTensorboard is not working while running Dino training
Please provide the following information when requesting support. • Hardware (T4) • Network Type (Dino/Yolov3) • Training spec file(If have, please share here) • How to reproduce the issue ? (This is...
View ArticleBug? How to solve errors when I try to install TAO BYOM Converter TF2?
I try to install TAO BYOM Converter TF2 following this document. However I encountered an error. $ conda activate launcher $ pip3 install nvidia-tao-byom ERROR: pip's dependency resolver does not...
View ArticleTao Training Detectnet_v2 custom dataset : Average precision value 0.0000%
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) • Network Type (Detectnet_v2) • TLT Version (Please run “tlt info --verbose” and share...
View ArticleTao toolkit observations
DS 7.0 dGPU or GeForce RTX 3060 in a laptop TAO toolkit. I’m looking for some hints. I was trying to follow this tutuorial TAO Toolkit Quick Start Guide - NVIDIA Docs, but I must have made some...
View ArticleHow to apply ONNX models to TAO Toolkit?
I’d like to apply ONNX models to TAO Toolkit. I found TAO BYOM Converter, however the document says that BYOM supports only Classification and UNet and does not support others like Object Detection....
View ArticleRetrained model shows worse results compared to NVIDIA provided model
DS 7 dGPU. I retrained detectnet_v2 following this notebook tao_tutorials/notebooks/tao_launcher_starter_kit/detectnet_v2/detectnet_v2.ipynb at main · NVIDIA/tao_tutorials · GitHub, also with the same...
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TAO 5.3 docker error
Please provide the following information when requesting support. • Hardware GPU GTX 1050 Ti • Network Type Yolo_v4 • TLT Version (Please run “tlt info --verbose” and share “docker_tag” here) •...
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Converting yolov3 and yolov4 model to onnx without batchedNMS
I have referred to this link below which suggests trimming the batchedNMS branch and using the NMS plugin later. Is this the best practice? Errors while reading ONNX file produced by TAO 5 TAO Toolkit...
View ArticleRe_identification_net in TAO 5.3.0 does not generate checkpoints
Hi, I recently upgraded the version I was using of TAO CLI to : Configuration of the TAO Toolkit Instance task_group: ['model', 'dataset', 'deploy']] format_version: 3.0 toolkit_version: 5.3.0...
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Nvidia TAO tookit on AWS vm
Download and run the test samples Now that you have created a virtualenv and installed all the dependencies, you are now ready to download and run the TAO samples on the notebook. The instructions...
View ArticleHow to create an AI model with annotation and image data?
I got the annotation, YOLO format, and image data. I am supposed to use TAO or TensorRT. The data are like these. annotation 1 0.510417 0.605208 0.494444 0.032292 2 0.430208 0.648177 0.204861 0.051562...
View ArticleTiled inference with fasterrcnn
Hello, I have high résolution images which I want rather to tile before applying inference (rather than resize). One solution could be to modify the inference code inside the docker but I am looking...
View ArticleTraining OCRNet for being used for LPD/LPR
dGPU DS 7 As follow up of the long thread here Tao toolkit observations - #63 by foreverneilyoung I was following the notebook ocrnet/ocrnet-vit.ipynb in order to train OCRNet for German number plate...
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Issues with batch size with DINO
• Hardware Platform (Jetson / GPU) → dGPU aws T4 • DeepStream Version → 6.4 • TensorRT Version ->8.6 We are running inferencing on videos using Deepstream 6.4 for DINO model We tried to generate...
View ArticleTraining OCRNet for being used for LPD/LPR
dGPU DS 7 As follow up of the long thread here Tao toolkit observations - #63 by foreverneilyoung I was following the notebook ocrnet/ocrnet-vit.ipynb in order to train OCRNet for German number plate...
View ArticleUsing EmotioNet in colab: docker.errors.DockerException: Error while fetching...
I want to use Nvidia TAO EmotionNet on colab environments. EmotionNet is an NVIDIA developed emotion detection model which is included in the TAO Toolkit as one of the tasks supported. Since from TAO...
View ArticleOp_values_and_count_to_sparse_tensor.so not found Error
I have cloned the tao_tensorflow1_backend github repo and has been training YoloV3 model in the docker container tao_tf1. I tried converting my Kitti labels to TFRecords and tried executing the model...
View ArticleE] 10: Could not find any implementation for node
Please provide complete information as applicable to your setup. • Hardware Platform (Jetson / GPU): Tesla T4 • DeepStream Version: 6.4 • JetPack Version (valid for Jetson only) • TensorRT Version:...
View ArticleLPRNet Error
• TLT Version (Please run “tlt info --verbose” and share “docker_tag” here) : 5.3.0 I’m getting following error while using tao train WARNING: From...
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