TAO 5.3 Segformer results poor
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) RTX A6000 • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
View ArticleTraining New Actions with Pre-trained Models: Do Previous Classifications...
Action Recognition Net | NVIDIA NGC When I use a pre-trained model to train new actions, will the classifications of actions that the model had before training disappear? If I want to retain the...
View ArticleTAO Toolkit API - Kubernetes sample setup
HW: RTX A2000 12GB, 32GB RAM, Intel(R) Xeon(R) w5-2445 OS: Ubuntu 22.04, fresh install TAO Toolkit API: 5.3.0 Hello, I’m trying to install Tao Toolkit API following the directions available here:...
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The deepstream_lpr_app performs well when processing videos, but encounters...
This is the device specification: The command used: ./deepstream-lpr-app 1 2 0 infer rtsp://cam_1 rtsp://cam_2 output.264 Here we are replacing rtsp://cam_1, rtsp://cam_2 with actual camera rtsp link....
View ArticleTAO Toolkit API 5.3.0 - Installed with errors
Hi! I was able to install TAO Toolkit API 5.3.0 but some problems arised during installation. This is the complete log: installation_log.txt (225.1 KB) And these are all the pods: NAMESPACE NAME READY...
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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Run TAO training probelm
I tried to train the model using unet_isbi.ipynb, but encountered an initialization error. It couldn’t open a shared object file named libnvidia-ml.so.l. I’m curious if there’s something I might have...
View ArticleTA0 v3.21.08 - pycuda._driver.LogicError: cuInit failed: system not yet...
Please provide the following information when requesting support. • Hardware NVIDIA A100-SXM4-40GB • Network Type YOLOv4 • TAO Version tao info Configuration of the TAO Toolkit Instance dockers:...
View ArticleFrom eff.core import Archive ModuleNotFoundError: No module named 'eff.core'
Please provide the following information when requesting support. Encountered below error while executing on colab. I’m training yolov3 model and before conversion of Kitti dataset encountered the...
View ArticleMessage type "Experiment" has no field named "visualizer"
Please provide the following information when requesting support. • Hardware (x86 PC with 1080Ti) • Network Type: Mask_rcnn • TLT Version: Not installed • Training spec file...
View ArticleTAO data services Error response from daemon: No such container dataset...
Please provide the following information when requesting support. • Hardware NVIDIA Geoforce RTX 3060 • Network Type (tao dataset convert KITTI To COCO) • TLT Version tao info Configuration of the TAO...
View ArticleI want to output quantized ONNX models with TAO Toolkit
Hi. I want to quantize a model trained with Detectnet_v2 in TAO Toolkit and export it in ONNX format. I tried to run the command “tao model detectnet_v2 export” after creating calibration.sensor with...
View ArticleIs it posible to run TAO DINO on jetson nano?
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) Nano • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc) Dino •...
View ArticleCan I use Retail Object Detection .pth files for training without using TAO?
Hi, Can I use Retail Object Detection | NVIDIA NGC files for training?I have retail dataset as well but I want to use pretrained model. I couldn’t install TAO thats why I want to use pretrained model...
View ArticleNetwork Type...
Hardware I am using is Jetson AGX ORIN and I am running TAO tool kit/notebook. Getting following error: Any pointer to the problem is appreciated. print(“To run with multigpu, please change --gpus...
View ArticleTAO Toolkit - Usage Limitations
I am planning to build a Transfer Learning Tool application, which could help an user to annotate the dataset, train it and deploy it on edge devices of the user’s choice. Additionally the user can...
View ArticleDetectnet_v2.ipynb issue with custom data
System: • Hardware: GeForce RTX 3080 • Network Type: Detectnet_v2 • TLT Version: format_version: 3.0 toolkit_version: 5.3.0 • Cuda version: 12.2 • Driver version: 535.171.04 Problem: I am trying to...
View ArticleCannot run Dino with tao-5.3.0
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) RTX 3080ti • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
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TAO ocrnet dataset_convert error
• Hardware (L4) • Network Type (ocrnet) • Training spec file : config_ocr_Vinh.txt (932 Bytes) I had error when convert my dataset. I ran : “”" ocrnet dataset_convert -e...
View ArticleDINO: Error executing job with overrides
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) RTX 3080ti • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
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