Pretrained Gender Classification Model for DeepStream Pipeline
Hi, I’m looking for a pretrained model to classify gender that I can integrate into my DeepStream pipeline along with other models. Does NVIDIA offer any models for this, or is there a recommended TAO...
View ArticleHow to Use Test Set and Ground Truth for MaP Evaluation in DetectNet_v2?
Objective: To calculate the Mean Average Precision (MaP) of a detectnet_v2 model using a test set. Context: I have a test set consisting of 800 images, along with their ground truth bounding boxes...
View ArticleRe-Identification Transformer missing swin_tiny_v2 model download
The docs mention that the following models are available for download: swin_tiny_market1501_aicity156_featuredim256 swin_base_market1501_aicity156_featuredim256...
View ArticleTAO classification pyt - Very Low accuracy on custom dataset
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 ArticleNvidia Tao Toolkit Easy to use cloude recommendation
while i am trying to train models for nvidia tao with google colab, i always struggle because Google makes some updates in colab and the notebooks start to fail in some parts. The last one was about...
View ArticleDataset for ReidentificanNet
Please provide complete information as applicable to your setup. • Hardware Platform (Jetson / GPU) RTX A2000 • DeepStream Version 6.3 • JetPack Version (valid for Jetson only) • TensorRT Version...
View ArticleBYOM model trainer with Tao 5.5 toolkit
Hello, While using the TAO Toolkit to train the classification_tf2 model using byom approach, I am having following error. This error is not present if I train the model starting from a saved model...
View ArticleTraining of Bevfusion model failed on nuscenes dataset
Hello, I am trying to use the jupyter notebook that is associated with the Bevfusion model with the nuscenes dataset. I have changed the training spec file, which I have attached. But I get the...
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Inference of tao trained yolov3 model(kitti format) using onnx runtime on my pc
I have trained yolov3 model on tao in kitti format and also removed BatchedNMSDynamic_TRT layer and then export to onnx format. But i got issue showing many bounding box on inference part using onnx...
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Fail to load onnx model after conversion from .etlt
Please provide the following information when requesting support. • Hardware - GeForce RTX 3050 • Network Type - FaceDetect • TLT Version - nvcr.io/nvidia/tao/tao-toolkit:5.0.0-tf1.15.5 • Training...
View ArticleSerialization assertion stdVersionRead == kSERIALIZATION_VERSION...
• Hardware: Xavier • Network Type: Yolo_v4 • Deepstream 7 I generated an engine file from a Yolo_v4 model using Deepstream, but when I want to use that engine file using TensorRT it shows me the...
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Detectnet_v2 notebook stuck at tfrecords conversion step
• Hardware NVIDIA TITAN Xp . Computer has Intel® Xeon(R) CPU X5680 @ 3.33GHz × 12 with 24Gb ram and is running Ubuntu 22.04.5 LTS • Network Type Detectnet_v2 • TAO Version (Please run “tlt info...
View ArticleLPRNet Inference
Hardware (Nano) Network Type (LPRNet) TLT Version Training Spec File How to reproduce the issue? Hello, I have already downloaded the ONNX model for LPRNet. Could you please tell me where I can find...
View ArticleHow to preprocess image and postprocess results from BodyPoseNet?
Hi, I come across BodyPoseNet on BodyPoseNet | NVIDIA NGC, but i find the information on model card quite lacking. I have a few questions as below: What is the recommended input image size for this...
View ArticleEfficientdet TF2 conversion to ONNX
I have trained a efficiendet tf2 model for 300 epochs and wants to convert it into onnx. But when I am converting the .tlt model to onnx, using the export.py, the onnx model has TensorRT layers in it....
View ArticleIs there a way to convert LPDNet to Tensorflow 2?
As subject says: Is there a way to convert LPDNet_usa_pruned_tao5.onnx to Tensorflow using TAO toolkit? 2 posts - 2 participants Read full topic
View ArticleTao model error
Hi there, I am a beginner to Tao toolkit. I am following the insttruction of the OCDnet notebook and correctly 1.set up the env variables and map drives 2. Installing the TAO launcher 3. set up the...
View ArticleTAO API 5.3 : How to create experiments that leverage pretrained...
Hello, I have TAO API 5.3 deployed & running on an AWS EKS instance with T4 GPUs. I’m following TAO API Object Detection workflow notebook to leverage the API for object detection tasks, making...
View ArticleTraining accuracy issue with GroundingDINO
Please provide the following information when requesting support. • Hardware L40s • Network Type Grounding DINO • TLT Version TAO 5.5 • Training spec file train: num_gpus: 8 num_nodes: 1...
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Installing the TAO Converter to Convert an FPNet Model with TensorRT 8.6.1
Hello, I am currently using TensorRT version 8.6.1 and TAO version 5.5.0. I would like to know if I can install the TAO Converter to convert my FPNet model. In the NVIDIA documentation, there is only...
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