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Unable to install tao-toolkit-quickstart
Trying to install tao-quickstart on bare-metal Hardware in Ubuntu 20.04 As of January 2024, packages.cloud.google.com and other google hosted k8s endpoints are going away. These are all still...
View ArticleOptical Character Recognition installation to my Jetson Nano
How to install Optical Character Recognition (OCRnet Model) on Jetson Nano inside the jetson-inference… How to install this OCR: Optical Character Recognition | NVIDIA NGC Thank you! 3 posts - 2...
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Config file is not saved on wandb
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) A5500 • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
View ArticleUnable to export hdf5 to etlt after Tao Training on Colab
Please provide the following information when requesting support. • Hardware (V100) • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc) • TLT Version (Please run “tlt...
View ArticleHow to get anchor shape for yolov4_tiny network type on COCO dataset format
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) : Tesla T4 • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
View ArticleInference using onnx and TAO?
Hello, Can TAO containers do inference using the ONNX model that is exported from HDF5 instead of using the HDF5 itself? For instance, using: !tao model faster_rcnn inference --gpu_index $GPU_INDEX \...
View ArticleInference with TensorRT is different that inference with HDF5
I’ve trained a model using TAO and got the HDF5 model then exported it to ONNX. From ONNX, I deployed two tensorRT engine (FP32 and FP16). I’ve run inference using the HDF5 model and the two tensor...
View ArticleTraining yolov4 tiny issue
Please provide the following information when requesting support. • Hardware NVIDIA A5000x8 • Network Type (LPRnet) • TLT Version (Please run “tlt info --verbose” and share “docker_tag” here)...
View ArticleOCRNet Limitations on Input Images
I am currently working on a project that involves utilizing OCRNet for optical character recognition tasks. Through preliminary testing with the ICDAR dataset, I have observed that OCRNet performs...
View ArticleThe mAP value starting from 0.05% although the freeze block is set. Shouldn't...
Please provide the following information when requesting support. • Hardware: T4 • Network Type: Detectnet_v2 • TLT Version • Training spec file random_seed: 42 dataset_config { data_sources {...
View ArticleGetting 60% mAP with 25 epochs in AutoML vs. 43% with 100 epochs without...
Please provide the following information when requesting support. • Hardware T4 • Network Type Detectnet_v2 • Training spec file(This gave the best results) random_seed: 42 dataset_config {...
View ArticleTAO LPR Python App for Multistream
Please provide the following information when requesting support. • RTX3050 • TrafficCamNet, LPDnet, LPRnet • TLT Version (Please run “tlt info --verbose” and share “docker_tag” here) • Training spec...
View ArticleHow to use TAO Toolkit
Is it possible to use the TAO Toolkit to directly implement a model downloaded from NGC into DeepStream without transfer learning, or convert it to the TensorRT engine? 2 posts - 2 participants Read...
View ArticleUnable to docker build tao_tf1
Running on Linux Ubuntu 22.04.4 LTS with NVIDIA RTX A4000. Hi, I’m trying to build the tao docker from the tensorflow 1 backend. After pulling the repo and executing source scripts/envsetup.sh, then...
View ArticleNVIDIA TAO Toolkit v4.0.1：'NoneType' object is not iterable
I have been using NVIDIA TAO Toolkit v4.0.1 and suddenly encountered the message “NoneType 'object is not iterable” when running “! Ngc registry model list nvidia/tao/retrained_classification: *”. I...
View ArticleOCRNet FAN_tiny_2x Backbone
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) -4 T4 • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
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Help on python Tensorrt Inference for yolov4_tiny model trained on custom...
Hi, I need help in building a python Tensorrt Inference engine with model trained with Tao toolkit. The inference engine code is pasted below, the output results are always 0 or -1. With the help of...
View ArticleTrain yolov4 with custom dataset
Please provide complete information as applicable to your setup. • Hardware Platform (Jetson / GPU) Jetson Orin Nano • DeepStream Version 6.3 • JetPack Version (valid for Jetson only) 5.1.2 • TensorRT...
View ArticleNum shard limit on SSD
Please provide the following information when requesting support. • TLT Version tao-toolkit:5.0.0-tf1.15.5) in the ssd docs it says num_shards is 1-20 does anything bad or unproductive beyond that?...
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TAO Toolkit 5.2 Directory Not Empty
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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