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What is hdf5 files?
I just tried the detectnet_v2.ipynb and it uses hdf5 files. But all the documentation is talking about .tlt and etlt files. I searched and found this thread, but it did not really tell why or what to...
View ArticleQuestion about input layer to extract bodypose25d
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) RTX GPU • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
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AWS EKS - Tao Toolkit Install - ERROR: kubernetes cluster unreachable
Please provide the following information when requesting support. • Hardware: AWS • Network Type - Want to use LPD/LPRNet • How to reproduce the issue ? (This is for errors. Please share the command...
View ArticleTrain Re-ID network for multiple class on custom data
Hello. I want to train re-identification model on custom dataset for 5 different classes. Is it possible to use the NVIDIA TAO 4 or TAO 5 to do training. Please guide. 7 posts - 2 participants Read...
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In deepstream pose classifiction, the bias toward walking standing is very...
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) RTX3090 • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
View ArticleTao-Toolkit AWS SageMaker Deployment
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc): T4 AWS SageMaker Studio • Network Type...
View ArticleUsing Custom action recognition Model in Deepstream 3D action recognition and...
Following is the complete information as applicable to my setup. • Hardware Platform (RTX 3060 GPU) • DeepStream Version 6.0 • TensorRT Version 8.5.3-1+cuda11.8 • • NVIDIA GPU Driver Version: 525 •...
View ArticleHow to visualize TAO Toolkit trained model architecture
• Hardware: RTX 3060 • Network Type: EmotionNet • TAO Version: 4.0.1 • Training spec file: emotionnet_tlt_pretrain.zip (1.1 KB) For my drowsiness detection project, I have retrained Emotion Net on TAO...
View ArticleError in Create the tfrecords using the bpnet dataset_convert tool
Please provide the following information when requesting support. • Hardware Orin Nano Development Kit • Network Type Error not related to the network type yet • TLT Version tlt command not found •...
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DeepStream Pose Classification predictions are highly biased towards Walking
Please provide complete information as applicable to your setup. • Hardware Platform (Jetson / GPU) Jetson • DeepStream Version 6.3 • JetPack Version (valid for Jetson only) 5.1.1 • TensorRT Version...
View ArticleFailed to decode TrafficCamNet from etlt to ONNX
Please provide the following information when requesting support. • Hardware - GeForce RTX 3050 • Network Type - TrafficCamNet • TLT Version - nvcr.io/nvidia/tao/tao-toolkit:5.0.0-tf1.15.5 • Training...
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Tao config and Clearml Configuration Section
Hello! I’ve been working with tao toolkit and clearml and I’m curious if there is a way to connect the tao training configuration to clearml configuration → configuration objects? This would be very...
View ArticleTAOkit Training Task -
• A5000 • Faster-RCNN • 5.0.0-tf1.15.5 • spec file: random_seed: 42 verbose: True model_config: { input_image_config: { image_type: RGB, image_channel_order: 'bgr', size_height_width: { height: 384,...
View ArticleImplementing custom augmentations online in tao model train
I would like to implement custom augmentations from albumentations like RandomResizedCrop to my tao training pipeline. Is this possible? If it is, can you point to to the source code where I can...
View ArticleNVIDIA TAOkit - ClearML task init failed, s3 access credentials
Trying to get TAOkit training tasks to appear on ClearML. Getting a message that says the ClearML task could not be initialized, because it can’t access an S3 bucket. From the tutorials, it seems like...
View ArticleNvml error: driver/library version mismatch: unknown on ORIN NX
Hi, my problem appear when run the following command: $ tao model detectnet_v2 dataset_convert -d $SPECS_DIR/detectnet_v2_tfrecords_kitti_trainval.txt -o...
View ArticleTao toolkit detectnet training kitty format error
Please provide the following information when requesting support. • Hardware (tesla P4) • Network Type (Detectnet_v2) • TLT Version (Configuration of the TAO Toolkit Instance task_group: [‘model’,...
View ArticleTAO - PIL.Image.DecompressionBombError
Hi, I’m running the notebook provided in TAO Toolkit Getting Started | NVIDIA NGC to train a model with a custom dataset. I’m using an AWS VM and followed the instructions from Running TAO Toolkit on...
View ArticleFacial Landmark Estimator (FPENet); how to use on 1920x1200 resolutuion
• Hardware : Jetson Orin Nano • Network Type (Tao Facelandmark FpeNET) • TLT Version (Please run “tlt info --verbose” and share “docker_tag” here) My Input from the camera is 1920x1200. I want to use...
View ArticleNVIDIA TAOkit x ClearML - Precision, Recall
Is there a way to log the precision, recall, and rpn recall that are outputted after validation for each output into ClearML scalars automatically? 2 posts - 2 participants Read full topic
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